Google Cloud Run: Hands-On Technical Deep Dive

Learn How To Create, Deploy, and Manage Cloud Run Services And Jobs In This Comprehensive Hands-On Technical Deep Dive

What you'll learn

Create, manage, and deploy Google Cloud Run Services and Jobs

Creating Images using Cloud Build with Buildpacks and Docker

Creating, managing, and attaching Service Accounts to Cloud Run Services and Jobs

Integrating Google Cloud Run with Pub/Sub, Cloud Storage, Eventarc, and Cloud SQL

Communicating with Cloud SQL using Public IP, Private IP

Communicating with Cloud SQL using Cloud SQL Connection and Cloud SQL Auth Proxy

Blue Green deployment

Securing Container Images

Requirements

This is a level 200/300 (Intermediate) course and we will get our hands dirty by doing things

Already have git cli installed or ability to install git cli on local system

Ability to create source repository on GitHub

Ability to understand basic python code

Ability to understand JSON/YAML files

Basic understanding of gCloud CLI

Have Visual Studio Code installed on your local system (Optional but highly recommended)

Ability to bear couple of dollars in Cloud bill

Description

In this course, you will learn how to deploy services using Google Cloud Run Services and Jobs. Cloud Run is a managed compute platform that lets you run containers directly on top of Google's scalable infrastructure.We will start by covering the basics of Google Cloud Run, including its architecture, features, and benefits. Then, we will dive deep into the different aspects of Cloud Run, such as:Creating, Deploying, and managing Google Cloud Run Services and JobsIntegrating Cloud Run Services to Cloud Pub/Sub, Cloud Storage, Eventarc, Cloud SQL etc.Building images using Cloud BuildSecuring Cloud Run ServicesStoring the artifacts in Artifact Registry and Securing themEt alBy the end of this course, you will have a deep understanding of Google Cloud Run and be able to use it to build secure and scalable Services and Jobs.This course is designed for developers, DevOps Engineers, and Security Engineers who want to learn how to use Google Cloud Run to build secure and scalable Services and Jobs. No prior experience with Cloud Run is required, but some basic knowledge of Google Cloud Platform is helpful.Here are some of the benefits of using Google Cloud Run:Cloud Run allows developers to spend their time writing their code, and very little time operating, configuring, and scaling their Cloud Run serviceYou don't have to create a cluster or manage infrastructure in order to be productive with Cloud Run.Serverless containers that can run any language or frameworkPay-per-use pricingFast request-based auto scalingUnique HTTPS endpoint for every serviceBuilt-in traffic management

Overview

Section 1: Introduction

Lecture 1 About Me

Lecture 2 What Will We Be Doing

Lecture 3 Expectations

Lecture 4 Code Structure Overview

Section 2: Lab Setup

Lecture 5 Lab Introduction

Lecture 6 Download Lab Files and Create Folder Structure

Lecture 7 Instructions to install Python, gCloud CLI, and Visual Studio Code

Section 3: Getting Started

Lecture 8 What is Google Cloud Run

Lecture 9 Ways To Run Your Code On Cloud Run

Lecture 10 What Is Cloud Run Services

Lecture 11 Features Of Cloud Run Services

Lecture 12 Pricing Model For Cloud Run Services

Lecture 13 What Is Cloud Run Jobs

Lecture 14 Differences Between Cloud Run Services and Cloud Run Jobs

Lecture 15 Cloud Run Integrations

Lecture 16 Cloud Run Resource Model

Section 4: Setup Source Repository On GitHub

Lecture 17 Lab Introduction And Code Download

Lecture 18 Why Use GitHub

Lecture 19 Create Source Repository In GitHub

Lecture 20 Create Personal Access Token On GitHub

Lecture 21 Initial Check-in Of Our Code

Section 5: Create Project and Setup gCloud CLI

Lecture 22 Lab Introduction And Code Download

Lecture 23 Create Project in GCP Console

Lecture 24 Setup gCloud CLI On Local Machine (Optional)

Section 6: Enable Required APIs & Services

Lecture 25 Lab Introduction and Code Download

Lecture 26 Enable Required APIs & Services

Section 7: Link GitHub Repo To Cloud Build Repositories

Lecture 27 Lab Introduction and Code Download

Lecture 28 Create Host Connection To GitHub

Lecture 29 Link GitHub Repo To Cloud Build Repositories

Section 8: Create Artifact Registry

Lecture 30 Lab Introduction and Code Download

Lecture 31 What is Artifact Registry

Lecture 32 Creating Artifact Registry

Section 9: Build And Deploy Cloud Run Service Using Buildpacks

Lecture 33 Lab Introduction And Code Download

Lecture 34 Code Walkthrough

Lecture 35 Push Code To GitHub Repository

Lecture 36 Create Build Trigger In Cloud Build And Run It

Lecture 37 Explore Build Logs and Container Image In Artifact Registry

Lecture 38 Create Cloud Run Service From GCP Console

Lecture 39 Explore Cloud Run Service and Its Settings

Lecture 40 Test Cloud Run Service

Section 10: Create Service Accounts and Assign Required Permissions

Lecture 41 Lab Introduction and Code Download

Lecture 42 Create Required Service Accounts

Lecture 43 Associate Roles To Service Accounts

Section 11: Build And Deploy Cloud Run Service Using Cloud Build and Buildpacks

Lecture 44 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 45 Code Walkthrough

Lecture 46 Create Build Trigger In Cloud Build And Run It

Lecture 47 Test Cloud Run Service

Section 12: Build And Deploy Cloud Run Service Using Cloud Build and Dockerfile

Lecture 48 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 49 Code Walkthrough

Lecture 50 Create Build Trigger In Cloud Build And Run It

Lecture 51 Test Cloud Run Service

Section 13: Buildpacks Or Dockerfile - Which One To Use?

Lecture 52 Differences Between Building Container Image Using Buildpacks and Dockerfile

Section 14: Setup Cloud SQL Instance And Import Data

Lecture 53 Lab Introduction and Code Download

Lecture 54 Prep Work

Lecture 55 Enable Required APIs & Services

Lecture 56 Create Cloud SQL Instance

Lecture 57 Preparing For Data Import - Assign Permissions To Cloud SQL Service Account

Lecture 58 Preparing For Data Import - Create Cloud Storage Bucket and Upload SQL Dump File

Lecture 59 Import Data Into Cloud SQL Instance

Lecture 60 How Data Import From Cloud Storage Into Cloud SQL Works

Section 15: Add Cloud SQL Authentication Details to Secret Manager

Lecture 61 Lab Overview and Code Download

Lecture 62 Create Secrets In Secret Manager

Lecture 63 Assign Required Permissions to Service Account

Section 16: Communicating With Cloud SQL Instance Over Public IP

Lecture 64 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 65 Code Walkthrough

Lecture 66 Create Build Trigger In Cloud Build And Run It

Lecture 67 Test Cloud Run Service

Section 17: Communicating With Cloud SQL Over Private IP using Serverless VPC Connector

Lecture 68 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 69 Enable Required APIs & Services

Lecture 70 Allocate Managed Private IP Range And Create Private Connection

Lecture 71 Create Serverless VPC Access Connector

Lecture 72 Enable Private IP Address For Cloud SQL Instance

Lecture 73 Take Note Of Private IP Address Of Cloud SQL Instance

Lecture 74 Code Walkthrough

Lecture 75 Create Build Trigger In Cloud Build And Run It

Lecture 76 Examine Cloud Run Service From GCP Console

Lecture 77 Test Cloud Run Service

Section 18: Communicating With Cloud SQL Over Private IP using Direct VPC Egress

Lecture 78 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 79 Assign Required Permissions To Service Account

Lecture 80 Code Walkthrough

Lecture 81 Delete Serverless VPC Access Connector

Lecture 82 Create Build Trigger In Cloud Build And Run It

Lecture 83 Test Cloud Run Service

Section 19: Communicating With Cloud SQL Over Cloud SQL Connection using Direct VPC Egress

Lecture 84 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 85 Enable Required APIs & Services

Lecture 86 Code Walkthrough

Lecture 87 Create Build Trigger In Cloud Build And Run It

Lecture 88 Test Cloud Run Service

Section 20: Integrating Cloud Run Service With Cloud Pub/Sub

Lecture 89 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 90 Use Case Overview and Code Walkthrough

Lecture 91 Create Build Trigger In Cloud Build And Run It

Lecture 92 Review Cloud Run Service From GCP Console

Lecture 93 Create Required Service Accounts And Assign Permissions

Lecture 94 Create Pub/Sub Schema and Validate It

Lecture 95 Create Pub/Sub Topic

Lecture 96 Create Subscription To The Pub/Sub Topic

Lecture 97 Test Cloud Run Service

Lecture 98 Examine Cloud Run Service Logs To View Incoming Message Attributes

Section 21: Integrating Cloud Run Service With Cloud Storage Using Eventarc

Lecture 99 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 100 Use Case Overview and Code Walkthrough

Lecture 101 Enable Required APIs & Services

Lecture 102 Create Build Trigger In Cloud Build And Run It

Lecture 103 Create Cloud Storage Bucket

Lecture 104 Assign Permissions To Service Accounts

Lecture 105 Create Service Account for Eventarc Trigger And Assign Permissions To It

Lecture 106 Create Eventarc Trigger

Lecture 107 Test Cloud Run Service And Examine Cloud Service Logs To Explore Event Data

Section 22: Setup and Secure Service To Service Communication

Lecture 108 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 109 Code Walkthrough

Lecture 110 Import Data In Cloud SQL Instance

Lecture 111 Create Service Account for Cloud Run Service And Assign Permissions To It

Lecture 112 Create Build Trigger In Cloud Build And Run It

Lecture 113 Assign Required Permissions To Service Account

Lecture 114 Create Build Trigger In Cloud Build And Run It

Lecture 115 Test Service To Service Communication

Section 23: Setup Blue/Green Deployment

Lecture 116 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 117 Code Walkthrough

Lecture 118 Create Build Trigger In Cloud Build And Run It - Blue

Lecture 119 Explore Cloud Run Service Revision And Test It - Blue

Lecture 120 Make Code Changes And Push To GitHub Repository - Green

Lecture 121 Create Build Trigger In Cloud Build And Run It - Green

Lecture 122 Explore Cloud Run Service Revision And Test It - Green

Lecture 123 Manage Traffic Routing To Blue & Green Revisions And Test Blue/Green Deployment

Section 24: Create and Deploy Cloud Run Job

Lecture 124 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 125 Use Case Overview and Code Walkthrough

Lecture 126 Create Cloud Storage Bucket For Outgoing File

Lecture 127 Assign Required Permissions To Service Account

Lecture 128 Create Build Trigger For Cloud Run Job In Cloud Build And Run It

Lecture 129 Explore Cloud Run Job

Lecture 130 Execute Cloud Run Job From GCP Console

Lecture 131 Enable Required APIs & Services To Create Schedule

Lecture 132 Create Scheduled Trigger and Test Cloud Run Job

Section 25: Setup Binary Authorization Using Built By Cloud Build Attestor

Lecture 133 Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 134 Code Walkthrough

Lecture 135 Enable Required APIs & Services

Lecture 136 Create Build Trigger In Cloud Build And Run It

Lecture 137 Explore Built By Cloud Build Attestor

Lecture 138 Modify Default Binary Authorization Policy

Lecture 139 Create Deployment Trigger and Run it

Lecture 140 Test Cloud Run Service

Lecture 141 Verify Service Revision Is Not Created If Image Is Not Built By Cloud Build

Section 26: Setup Binary Authorization Using Custom Attestor

Lecture 142 1-Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 143 Enable Required APIs & Services

Lecture 144 Create Key Management Service (KMS) Key Ring

Lecture 145 Create Key Management Service (KMS) Key

Lecture 146 Create Custom Attestor

Lecture 147 Explore Custom Attestor

Lecture 148 Modify Default Binary Authorization Policy

Lecture 149 Code Walkthrough

Lecture 150 Add Required Permissions to Service Account

Lecture 151 Create Build Trigger In Cloud Build And Run It

Lecture 152 Create Deploy Trigger In Cloud Build And Run It

Lecture 153 Verify Service Revision Is Not Created If Image Is Not Signed By Custom Attestor

Section 27: Deploying Cloud SQL Auth Proxy As A Sidecar Container

Lecture 154 1-Lab Introduction, Code Download, And Push Code To GitHub Repo

Lecture 155 Code Walkthrough

Lecture 156 Enable Required APIs & Services

Lecture 157 Create Build Trigger In Cloud Build And Run It

Lecture 158 Explore Cloud Run Service In GCP Console

Lecture 159 Test Cloud Run Service

Lecture 160 Verify Sidecar Container Is Being Used By Ingress Container

Software Engineers wanting to learn how to develop Google Cloud Run Services and Jobs,DevOps Engineers wanting to learn how to deploy and manage Google Cloud Run Services and Jobs,Security Engineers wanting to learn how to secure Google Cloud Run Services and Jobs