Costa Rui Santos. Programming Google Cloud: Building Cloud Native Applications with GCP (Early Release 3)

O’Reilly Media, Inc., 2021. — 162 p. — ISBN 978-1-492-08896-7.
2021-01-27: Third ReleaseCompanies seeking to transfer enterprise functions to the cloud are busy weighing a number of choices, corresponding to using containers, machine studying, and serverless computing. There’s a greater method. Instead of serving to you suit your use case to particular person applied sciences, this sensible information explains how one can use these applied sciences to suit your use case.
Author Rui Costa, a studying advisor with Google, demonstrates this method by exhibiting you how one can run your software on Google Cloud. Each chapter is devoted to an space of expertise that you should tackle when planning and deploying your software. This book begins by presenting an in depth fictional use case, adopted by chapters that target the constructing blocks essential to deploy a safe enterprise software efficiently.
Build serverless functions with Google Cloud Functions
Explore use instances for deploying a real-time messaging service
Deploy functions to Google Kubernetes Engine (GKE)
Build multiregional GKE clusters
Integrate steady integration and steady supply together with your software
Incorporate Google Cloud APIs, together with speech-to-text and information loss prevention
Enrich information with Google Cloud Dataflow
Secure your software with Google Cloud Identity-Aware Proxy
Explore BigQuery and visualization with Looker and BigQuery SDKsOur Use Case and Framework
Fictional Use Case
Business Objectives
The Framework
Storing Audio Recordings
Processing Audio Recordings
Gather Data from the Audio File
Securing the Application
Cloud Native Checkpoint
Abstracted from the Cloud Infrastructure
Continuous Integration and Continuous Delivery
Scalability
Application Reliability
Globally Accessible
SecurityGetting Data into Google Cloud
File Storage
Block Storage
Object-Based Storage
Options for Getting Data to Cloud Storage
Create a Bucket in the Cloud Console
Upload a File in the Cloud Console
Download the file in the Cloud Console
Using the gsutil Tool
Create a Bucket with gsutil
Upload a File with gsutil
Download the File with gsutil
Using Client Libraries
Follow Along with Instructions using Client Libraries
Create a Bucket
Create a Bucket with Bucket Locks
List Buckets
Upload a File
Download the File
Signed URL with Python
Uploading Audio Files for Our Framework
Cloud Functions
Cloud Function Libraries
GitLab CI/CD and Cloud Functions
Cloud Native Checkpoint
Closing Remarks
Creating a Queue
Message Queues
Message Queuing
Google Cloud Pub/Sub
Receiving Messages with the Push Method
Receiving Messages with the Pull Method
Publishing Messages
Ordering Messages
Replaying and purging messages
Framework Deployment Part One
Configuration and Deployment
Cloud Native Checkpoint
Closing Remarks
Application Data Pipeline with Cloud Dataflow
Cloud Dataflow Overview
Apache Beam Concepts
Pipelines
PCollection
Transforms
ParDo
Map
Pipeline I/O
Aggregation
Runner
Event Time
Windowing
Tumbling Windows
Hopping Windows
Session Windows
Dataflow Tumbling Window Example
Watermark
Trigger
Closing Remarks