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Google Cloud Platform for Developers
Google Cloud Platform for Developers

Google Cloud Platform for Developers: Build highly scalable cloud solutions with the power of Google Cloud Platform

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Profile Icon Steven Porter Profile Icon Ted Hunter
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Google Cloud Platform for Developers

Why GCP?

Today's technology consumers demand always-on, real-time software solutions that are able to scale to rapidly changing loads. Companies demand deep insights into their customers to drive business decisions and predict market changes. Creative start-ups regularly disrupt long-standing industry leaders due to their ability to quickly innovate and bring new technology solutions to established problems.

The public cloud is a proven model for driving innovation. By lowering the turnaround for operations such as provisioning virtual machines or configuring networks, teams are able to spend less time waiting and more time solving business problems. By providing powerful and flexible permission systems, public clouds offer customers the ability to adopt self-service models for many operational tasks, further lowering the barrier for developers to get the ball rolling. By centralizing top talent across operations and security, public clouds are able to provide an extreme level of robustness and security in their products.

Perhaps the strongest motivator for many companies considering the public cloud is the rather large potential to reduce operational and infrastructure costs. By taking in the cost of building and managing data center, companies such as Amazon, Google, and Microsoft are able to achieve massive economies of scale. These economies of scale allow public clouds to outperform most private cloud solutions in terms of compute costs, storage, and infrastructure management costs—a benefit they then pass on to customers. Although many companies will fall somewhere between fully public cloud-based solutions and on-premise solutions (often called hybrid clouds), most businesses stand to gain significant savings by leveraging some level of public cloud services.

For a developer, public clouds offer many new and exciting ways to bring applications to your end users. In the simplest terms, this is achieved by abstracting away major components of application management that are not your direct concern. If your goal is to provide an API, your primary concern is likely building and running a collection of web services, not provisioning and maintaining the servers to host these services. If your application needs to persist user data, your primary concern is likely building out a well-tested data persistence layer backed by a reliable database, not managing the hard drives on which your data is persisted. Public clouds offer developers the ability to dedicate more time to solving the actual problems at hand by leveraging managed services.

In addition to these abstractions, public clouds offer a large number of solutions for supporting running applications. Common solutions include logging services, along with metric aggregation, tracing, and introspection services for application insights. Likewise, monitoring and alerting services are considered core functionality, and are usually deeply integrated with both logging services and the underlying application management platforms to provide a cohesive ecosystem for supporting robust cloud-native applications.

In this chapter, we will cover the following topics:

  • Understanding the big trends in the public cloud space
  • Identifying differences between the major cloud providers
  • Understanding why Google Cloud Platform may be a good choice for your company

The public cloud landscape

The public cloud space is currently one of the most competitive and rapidly changing areas of technology. As more and more companies look to take the jump into public clouds, providers are fiercely competing to be the public cloud customers choose. Microsoft, Amazon, and Google stand at the top of the hill, with many others looking to secure a seat at the table. This fierce competition is great for customers, as it drives providers to constantly innovate and deliver more value.

Customer success has become the driving metric by which cloud providers are measured, which means providers are valued based on their ability to enable customers to achieve business goals. This creates a laser focus on delivering services and features that help you win. While Microsoft Azure, Amazon, and Google look to offer the core products and services customers need, they all have distinct strengths and advantages they bring to the problem space.

By capitalizing on these strengths, they are able to differentiate themselves and develop unique product-market fits. Understanding these market differentiators is critical when evaluating which public cloud provider is right for you.

Amazon Web Services

Amazon released an early version of the AWS platform in the early 2000s and over the following decade it became the dominant public cloud. With constant innovation and a forward-thinking strategy, Amazon regularly won the first-to-market advantage. This helped secure the lion's share of the market, which Amazon has maintained over the past decade.

With an incredibly large user base and a legacy of excellent service, AWS has built a vast network of key customers and partners across business sectors. AWS currently offers the widest selection of products and services, and its platform is easily the most mature. Many companies choose AWS for its incredible customer support and track record of stability and security.

Microsoft Azure

Microsoft Azure was originally released in 2010 and has become a go-to solution for many businesses that rely heavily on the Microsoft stack. With deep integrations into the larger Microsoft ecosystem, Azure is often a no-brainer for many Microsoft shops looking for a straightforward path to the cloud.

Aside from best-in-class support for many Microsoft services, Azure looks to provide the tools and resources that large enterprises and governments need. Azure offers incredibly easy-to-use tools, and their various products and services are incredibly easy to integrate with.

Over the past few years, Microsoft has looked to increase its market in areas outside of the Microsoft ecosystem. With big moves such as open sourcing .NET Core and bringing SQL Server to Linux, Microsoft is making waves in communities that had previously been outside of their focus. On the product side, Azure continues to expand their potential market with great support for platforms such as Kubernetes and Docker Swarm. These actions show that Microsoft is redefining themselves as a community-driven, cloud-first company.

Google Cloud Platform

In April 2008, the Google developer team announced a closed developer preview of their new Platform-as-a-Service offering: Google App Engine. Google invited 10,000 lucky (and brave) developers were to test and provide feedback on an early version of App Engine. By May, that number had increased to 75,000 active developers; Google announced fully open signups, making App Engine available to the masses.

In the years that followed, Google released a steady stream of products and features. With services such as Google Cloud Storage in 2010, Compute Engine in 2013, Cloud SQL in 2014, and Kubernetes Engine in 2015, Google has built out a diverse and comprehensive suite for developing cloud-native solutions. During this time, Google looked to expand their domain into varying areas such as infrastructure management, data analytics, Internet of Things, and machine learning. By 2017, Google had established data centers in 39 zones across 13 regions.

With fierce competition among the major public cloud providers, Google is looking to establish itself as a market leader. With services such as BigQuery, Bigtable, Cloud Pub/Sub, and Dataflow, Google has thrown down the gauntlet in the data analytics arena. With a robust global infrastructure and experience running applications at scale, Google is looking to win over developers wanting to build solutions that support small groups of early adopters and effortlessly scale to support floods of users as applications go viral. With decades of experience providing highly available web services such as Search and Gmail, Google is positioned to redefine reliability in the cloud.

Today, the Google Cloud Platform catalog includes several products and services that cover a large number of use cases and industries. Core services such as Compute Engine and Cloud Storage enable teams to build virtually any solution, while many specialized services such as the Cloud Vision API greatly lower the barrier of entry for teams to tackle more specific problem spaces. As Google moves full steam ahead into the public cloud space, the number of both core and specialized products and services continues to grow at breakneck speed, as shown in the following graphic:

The Google Cloud Platform catalog contains many products, covering a wide array of use cases

Standing on the shoulders of giants

Google Cloud Platform is the product of decades-long experience running some of the largest and most successful web services in history. The infrastructure Google offers in GCP is the same infrastructure Google uses internally, meaning customers directly benefit from the wealth of hard-won knowledge and ingenuity Google has amassed through running many of their well-known large-scale services. Extreme reliability and security are established norms at Google, and these qualities are deeply ingrained into GCP's underlying infrastructure.

Google also embeds and applies this knowledge and experience to their managed services. Google App Engine is the direct product of Google's expertise managing web-scale services and is designed to make scalability a non-issue. With easy-to-use service integrations and managed autoscaling, engineers can develop against simple interfaces to quickly create web services that scale to any load. Likewise, Kubernetes (and by extension Google Kubernetes Engine) is the result of Google's experience, successfully orchestrating massive numbers of web services via the internal data center scheduling and orchestration platform known as Borg. BigQuery is the result of externalizing Google's own analytics platform, called Dremel. Google Bigtable is built on top of Google's powerful internal lock system, Chubby. Cloud Datastore builds on Bigtable clusters to provide easy-to-use managed document stores. Cloud Storage, BigQuery, and Bigtable are all built on top of Google's large-scale clustered filesystem Colossus (originally Google File System (GFS)). The point is, when you use GCP, you are the direct beneficiary of Google's success.

A world-class global presence

Google's 13 regions are connected by the first multi-tier global fiber network from a major public cloud provider. With over 100 points of presence, Google Cloud offers your users low latency no matter where they are in the world. This private fiber optic network is the backbone of Google's own global presence, made available to GCP customers. On top of this, Google offers powerful networking tools for easily building out your own network architecture. These tools include fully software-defined networks, self-adjusting network routing between on-premises networks and the cloud via Cloud Routers and VPNs, and dedicated interconnection to bring Google's stellar network to your door.

For a clear visual, please refer to the image of Map of regions and fiber network mentioned at https://cloud.google.com/about/locations/.

Building globally available services comes with a distinct set of problems, which Google is committed to addressing. For instance, as a user base grows, geographical issues such as data consistency become more challenging. To solve this problem, Google created Cloud Spanner—a strongly consistent relation database that scales to thousands of nodes across the world. Content-heavy service providers look to provide a consistent experience across their user base. On a global scale, this can become challenging due to network limitations such as latency and congestion. To address issues like these, Google offers worldwide CDN services via multi-regional Cloud Storage buckets. To enhance your global reach further, Google offers a range of extremely powerful load balancing solutions. With features such as anycast IP for simplified DNS, health check integrations, and content-aware routing, Google's load balancers make it easy to reap the benefits of a global presence.

Choosing your own adventure

Google's service offerings give developers the freedom to choose how much control they want over the system. For example, a team looking to build a data analytics process can choose from solutions ranging from fully managed (Dataflow), partially managed (Dataproc), to fully self-managed (Hadoop on Compute Engine). On the application side, solutions can range from a fully serverless model with Cloud Functions, managed PaaS solutions leveraging App Engine, the partially-managed Google Kubernetes Engine, to the extreme of running applications on Compute Engine with load balancers, managed instance groups, and backend services.

This continuum of service offerings is common across many areas of Google Cloud and embodies the philosophy of developer and operations enablement. The decision on which solution best fits a specific need is, of course, not entirely so clear cut, but it is worth noting that the services offered on GCP are as diverse within specific problem spaces as they are across separate problem spaces. Google looks to provide specialized tools rather than adopt a one-size-fits-all approach.

Leading the way for big data

Google is betting big on data. With so much business value being driven by data analytics, many modern technology companies are betting big on big data as well. Google offers a cohesive suite of tools to help you quickly and easily build out analytics solutions without getting bogged down in infrastructure management. From world-class data warehousing and analytics with BigQuery, to self-balancing data-processing pipelines on Dataflow, Google Cloud has tools to fit any need.

Teams can quickly start their data migration journey by moving existing Hadoop and Spark workloads to managed clusters on Dataproc. Rounding out these tools are services such as Pub/Sub messaging, Dataprep, and Google Data Studio for a fully managed, serverless, democratized analytics platform.

To further drive predictive analytics, Google is dedicated to bringing machine learning to the masses. With Cloud Machine Learning, users can easily get started with the powerful Google-born open source TensorFlow framework. This means developers can leverage the same tools Google uses internally to accomplish tasks such as speech and image recognition, all the while maintaining deep integrations with the rest of the big data offerings on GCP.

The Open Cloud and innovation

Google is making waves and building a reputation as the Open Cloud. Building on the core belief that developers should want to use GCP, Google consistently adopts and drives open standards and open source tools and frameworks. By open sourcing projects such as Kubernetes and TensorFlow, these projects are able to grow rapidly and organically. Instead of creating vendor lock-in, Google is then able to capitalize on these open source projects by providing the best developer experience on top of them, as seen in Kubernetes Engine and Cloud Machine Learning.

By adopting and adhering to open standards, Google further reduces the risk of vendor lock-in, and provides a lower barrier to entry for teams looking to move to managed services. This can be seen in a number of products, such as Cloud Bigtable, which adheres to the open-source Apache HBase interface, and Cloud Endpoints, which adheres to the OpenAPI specification. By working together with the wider community, Google creates a transparent, symbiotic relationship with developers that facilitates progress throughout the technology industry.

In addition to driving open sourcing and open standards, Google Cloud continuously innovates on ways to make more solutions feasible for organizations of all sizes. By providing per-second billing on compute resources, more teams can afford to build out massive-scale solutions such as spinning up hundreds of virtual machines for short-lived but intensive workloads. Innovating on the traditional approach of provisioning virtual machines, Google offers custom machine types that help developers optimize their use of cloud resources. With very competitive pricing, automatically applied sustained-usage discounts, proactive alerting on underutilized resources, and generous free tiers, Google helps teams minimize costs. Very often, Google Cloud is not just the best choice; it's the cheapest.

Dedication to customer success

The folks at Google understand the perceived risks in adopting the public cloud. Giving up control over your infrastructure can be scary. Every business is unique in their technology needs, and there are many unknowns. Instead of a one-size-fits-all model of cold documentation and endless FAQs, Google is dedicated to providing a customer-centric experience to help you build the best possible solutions on GCP. The Google Cloud team has internalized this ideology and formalized it into the practice of Customer Reliability Engineering.

With Customer Reliability Engineering, or CRE, Google is taking a vested interest in the reliability of your applications. This goes beyond the reliability of the underlying cloud services your application is running on. CRE realizes that the primary concern of teams running applications on Google Cloud is not the reliability of GCP itself, but rather the reliability of the applications those teams are responsible for. The reliability of the Google Cloud infrastructure is, of course, a factor in the reliability of your applications (and those grounds are well covered—see https://landing.google.com/sre), but Google is determined to go beyond delivering a stable platform to ensuring that the applications running on the platform are built for reliability as well.

Bottom-up security

A major point of contention for some businesses considering migrating to a public cloud is security. Customers trust you with safeguarding their identity and privacy—a responsibility that should be held in the highest regard. Google understands the weight of this responsibility, and the engineers of Google Cloud are dedicated to extending the same level of security to your customers that they provide to their own. From purpose-built security chips on GCP servers to globally available private network solutions, Google is dedicated to providing security at all levels of the platform.

Google also understands the importance of making security easy. With design features such as encryption at rest and services such as the Data Loss Prevention API and Cloud Key Management, the Google Cloud team is driving customer security by making it accessible and approachable. In bringing security to the forefront of their offerings, Google is helping to make security one of the primary motivations for public cloud adoption.

In good company

Since you are reading this book, it is assumed that your team is either considering leveraging Google Cloud or is already doing so. In doing so, you will be joining a group of diverse and rapidly growing companies across business sectors and geographic locations. From large enterprise companies such as The Home Depot and Coca-Cola, to technology companies such as Evernote and Vimeo, many people are finding that Google Cloud Platform has the tools and services they need to succeed.

This growing traction also creates enormous opportunity for businesses to learn from each other in the wide range of problems being solved on GCP. For example, looking at how Spotify leverages Google Cloud to stream songs to their customers, we can learn about the viability of multi-regional Cloud Storage buckets as a global CDN. By studying Niantic, we can see the power of Google Kubernetes Engine to rapidly scale applications to thousands of nodes. Read about these companies and many more at https://cloud.google.com/customers.

In addition to the many amazing companies already leveraging Google Cloud, Google is strongly focused on developing a network of partners with major companies such as Cisco, Pivotal, and Salesforce. These partner companies are offering services and integrations that make it easier than ever to bring your business to the cloud.

Summary

The public cloud is an exciting and rapidly changing technology arena. With so many organizations either already leveraging public clouds or looking to make the transition, providers are in a constant arms race to win and retain customer business. This is great for customers, as it drives down costs and pushes cloud providers to deliver the products and services customers need to succeed in the cloud.

Amazon, Microsoft, and Google all offer excellent public cloud platforms, and choosing the right one for your needs is an important decision. Google looks to stand out as a leader in scalable managed services and big data. Google offers customers access to many of the same tools Google uses internally. By leveraging their wealth of knowledge and experience in running major services such as Search and Gmail, Google has built a platform that offers a high level of scalability and reliability. As we'll see in the following chapters, Google Cloud Platform makes it easy to build powerful cloud-based solutions.

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Key benefits

  • Create and deploy your applications on Google Cloud Platform
  • Store and manage source code and debug Cloud-hosted apps with plugins and IDEs
  • Streamline developer workflows with tools for alerting and managing deployments

Description

Google Cloud Platform (GCP) provides autoscaling compute power and distributed in-memory cache, task queues, and datastores to write, build, and deploy Cloud-hosted applications. With Google Cloud Platform for Developers, you will be able to develop and deploy scalable applications from scratch and make them globally available in almost any language. This book will guide you in designing, deploying, and managing applications running on Google Cloud. You’ll start with App Engine and move on to work with Container Engine, compute engine, and cloud functions. You’ll learn how to integrate your new applications with the various data solutions on GCP, including Cloud SQL, Bigtable, and Cloud Storage. This book will teach you how to streamline your workflow with tools such as Source Repositories, Container Builder, and StackDriver. Along the way, you’ll see how to deploy and debug services with IntelliJ, implement continuous delivery pipelines, and configure robust monitoring and alerting for your production systems. By the end of this book, you’ll be well-versed with all the development tools of Google Cloud Platform, and you’ll develop, deploy, and manage highly scalable and reliable applications.

Who is this book for?

Google Cloud Platform for Developers is for application developers. This book will enable you to fully leverage the power of Google Cloud Platform to build resilient and intelligent software solutions.

What you will learn

  • Understand the various service offerings on GCP
  • Deploy and run services on managed platforms such as App Engine and Container Engine
  • Securely maintain application states with Cloud Storage, Datastore, and Bigtable
  • Leverage StackDriver monitoring and debugging to minimize downtime and mitigate issues without impacting users
  • Design and implement complex software solutions utilizing Google Cloud
  • Integrate with best-in-class big data solutions such as Bigquery, Dataflow, and Pub/Sub
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Table of Contents

16 Chapters
Why GCP? Chevron down icon Chevron up icon
The Google Cloud Console Chevron down icon Chevron up icon
APIs, CLIs, IAM, and Billing Chevron down icon Chevron up icon
Google App Engine Chevron down icon Chevron up icon
Google Kubernetes Engine Chevron down icon Chevron up icon
Google Cloud Functions Chevron down icon Chevron up icon
Google Compute Engine Chevron down icon Chevron up icon
NoSQL with Datastore and Bigtable Chevron down icon Chevron up icon
Relational Data with Cloud SQL and Cloud Spanner Chevron down icon Chevron up icon
Google Cloud Storage Chevron down icon Chevron up icon
Stackdriver Chevron down icon Chevron up icon
Change Management Chevron down icon Chevron up icon
GCP Networking for Developers Chevron down icon Chevron up icon
Messaging with Pub/Sub and IoT Core Chevron down icon Chevron up icon
Integrating with Big Data Solutions on GCP 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 Full star icon Half star icon 4.3
(4 Ratings)
5 star 75%
4 star 0%
3 star 0%
2 star 25%
1 star 0%
Valéria Padilha de Vargas Dec 11, 2019
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Estou utilizando ele como complemento para os meus estudos sobre o GCP, recomendo.
Amazon Verified review Amazon
Madeline O'Connell Aug 10, 2018
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Sometime I like to look into the mirror and ask myself, what do I need in life? Sometimes is food, shelter but you know what i really need. I book about Google Cloud Platform SPECIFICALLY for developers. This book delivers on that promise and more. GCP is a fantastic and this book is a must for anyone looking to start or improve a project for personal or for your business
Amazon Verified review Amazon
Gianluigi Mar 04, 2019
Full star icon Full star icon Full star icon Full star icon Full star icon 5
GCP is a fantastic and this book is a must for anyone looking to start or improve a project for personal or for your business
Amazon Verified review Amazon
todpole3 Dec 08, 2018
Full star icon Full star icon Empty star icon Empty star icon Empty star icon 2
The book seems to be written in a rush -- most paragraphs consist of mechanical enumeration of what is suppose to be done for a basic GCP operation that one should be able to look up from the platform documentation. I skimmed the first two chapters and the materials offer no in-depth insights about GCP design. What's worse is that it seems to be largely focus on operating through the web GUI of GCP, which is not suitable for advanced users. Moreover, the illustrations were in poor resolutions and were not optimized for gray scales.
Amazon Verified review Amazon
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  5. If you are only requesting a refund of one book from a multiple order, then we will refund you the appropriate single item.
  6. Where the items were shipped under a free shipping offer, there will be no shipping costs to refund.

On the off chance your printed book arrives damaged, with book material defect, contact our Customer Relation Team on customercare@packt.com within 14 days of receipt of the book with appropriate evidence of damage and we will work with you to secure a replacement copy, if necessary. Please note that each printed book you order from us is individually made by Packt's professional book-printing partner which is on a print-on-demand basis.

What tax is charged? Chevron down icon Chevron up icon

Currently, no tax is charged on the purchase of any print book (subject to change based on the laws and regulations). A localized VAT fee is charged only to our European and UK customers on eBooks, Video and subscriptions that they buy. GST is charged to Indian customers for eBooks and video purchases.

What payment methods can I use? Chevron down icon Chevron up icon

You can pay with the following card types:

  1. Visa Debit
  2. Visa Credit
  3. MasterCard
  4. PayPal
What is the delivery time and cost of print books? Chevron down icon Chevron up icon

Shipping Details

USA:

'

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

Economy: Can deliver to P. O. Boxes and private residences.
Trackable service with delivery to addresses in Australia only.
Delivery time ranges from 7-9 business days for VIC and 8-10 business days for Interstate metro
Delivery time is up to 15 business days for remote areas of WA, NT & QLD.

Premium: Delivery to addresses in Australia only
Trackable delivery to most P. O. Boxes and private residences in Australia within 4-5 days based on the distance to a destination following dispatch.

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Disclaimer:
All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.


Unfortunately, due to several restrictions, we are unable to ship to the following countries:

  1. Afghanistan
  2. American Samoa
  3. Belarus
  4. Brunei Darussalam
  5. Central African Republic
  6. The Democratic Republic of Congo
  7. Eritrea
  8. Guinea-bissau
  9. Iran
  10. Lebanon
  11. Libiya Arab Jamahriya
  12. Somalia
  13. Sudan
  14. Russian Federation
  15. Syrian Arab Republic
  16. Ukraine
  17. Venezuela