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© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Chris Munns - Business Development Manager - DevOps
January 28th, 2016
Infrastructure as Code
https://secure.flickr.com/photos/mgifford/4525333972
Why are we
here today?
Why are we here today?
Moving to cloud based infrastructure opens doors to
building and managing infrastructure in completely
new ways:
• Infrastructure can be provisioned in seconds
• Scale can be achieved without complicated capacity
planning
• Being API driven means we can interact with our
infrastructure via languages typically used in our
applications
Infrastructure as Code is a practice
by where traditional infrastructure
management techniques are
supplemented and often replaced by
using code based tools and software
development techniques.
Infrastructure as Code workflow
Infrastructure as Code workflow
Infrastructure as Code workflow
“It’s all software”
“It’s all software”
AWS Resources
Operating System and Host Configuration
Application Configuration
AWS Resources
Operating System and
Host Configuration
Application
Configuration
AWS Resources
Operating System and
Host Configuration
Application
Configuration
Infrastructure Resource Management
AWS Resources
Operating System and
Host Configuration
Application
Configuration
Infrastructure Resource Management
Host Configuration Management
AWS Resources
Operating System and
Host Configuration
Application
Configuration
Infrastructure Resource Management
Host Configuration Management
Application Deployment
AWS Resources
Operating System and
Host Configuration
Application
Configuration
AWS CloudFormation
AWS OpsWorks
AWS CodeDeploy
AWS Resources
Operating System and
Host Configuration
Application
Configuration
Amazon Virtual Private
Cloud (VPC)
Amazon Elastic
Compute Cloud (EC2)
AWS Identity and Access
Management (IAM)
Amazon Relational
Database Service (RDS)
Amazon Simple Storage
Service (S3)
AWS CodePipeline
…
Windows Registry
Linux Networking
OpenSSH
LDAP
AD Domain Registration
Centralized logging
System Metrics
Deployment agents
Host monitoring
…
Application dependencies
Application configuration
Service registration
Management scripts
Database credentials
…
AWS CloudFormation
AWS OpsWorks
AWS CodeDeploy
allOfThis == $Code
https://secure.flickr.com/photos/wscullin/3770015991
Create templates of your infrastructure
CloudFormation provisions AWS resources
based on dependency needs
Version control/replicate/update templates like
code
Integrates with development, CI/CD,
management tools
Launched in 2010
AWS
CloudFormation
Template CloudFormation Stack
JSON formatted file
Parameter definition
Resource creation
Configuration actions
Configured AWS resources
Comprehensive service support
Service event aware
Customizable
Framework
Stack creation
Stack updates
Error detection and rollback
CloudFormation – Components & Technology
Anatomy of a
template
Declarative language
JSON
JSON
Plain text
Perfect for
version control
Validatable
{
"AWSTemplateFormatVersion" : "2010-09-09",
"Description" : "AWS CloudFormation Sample Template EC2InstanceSample: **WARNING** This template an Amazon EC2 instances. You will be billed for the AWS resources used if
you create a stack from this template.",
"Parameters" : {
"KeyName" : {
"Description" : "Name of an existing EC2 KeyPair to enable SSH access to the instance",
"Type" : "String"
},
"Environment": {
"Type" : "String",
"Default" : ”Dev",
"AllowedValues" : [”Mgmt", "Dev", ”Staging", "Prod"],
"Description" : "Environment that the instances will run in.”
}
},
"Mappings" : {
"RegionMap" : {
"us-east-1" : { "AMI" : "ami-7f418316" },
"us-west-2" : { "AMI" : "ami-16fd7026" }
}
},
"Conditions" : {
”EnableEBSOptimized" : {"Fn::Equals" : [{"Ref" : " Environment "}, ”Prod"]},
},
"Resources" : {
"Ec2Instance" : {
"Type" : "AWS::EC2::Instance",
"Properties" : {
"KeyName" : { "Ref" : "KeyName" },
"EbsOptimized " : {"Fn::If": [ " EnableEBSOptimized ", {“true”}, {“false”}]},
"ImageId" : { "Fn::FindInMap" : [ "RegionMap", { "Ref" : "AWS::Region" }, "AMI" ]},
"UserData" : { "Fn::Base64" : "80" }
}
}
},
"Outputs" : {
"InstanceId" : {
"Description" : "InstanceId of the newly created EC2 instance",
"Value" : { "Ref" : "Ec2Instance" }
},
"PublicDNS" : {
"Description" : "Public DNSName of the newly created EC2 instance",
"Value" : { "Fn::GetAtt" : [ "Ec2Instance", "PublicDnsName" ] }
}
}
}
{
"AWSTemplateFormatVersion" : "2010-09-09",
"Description" : "AWS CloudFormation Sample Template EC2InstanceSample: **WARNING** This template an Amazon EC2 instances. You will be billed for the AWS resources used if
you create a stack from this template.",
"Parameters" : {
"KeyName" : {
"Description" : "Name of an existing EC2 KeyPair to enable SSH access to the instance",
"Type" : "String"
},
"Environment": {
"Type" : "String",
"Default" : ”Dev",
"AllowedValues" : [”Mgmt", "Dev", ”Staging", "Prod"],
"Description" : "Environment that the instances will run in.”
}
},
"Mappings" : {
"RegionMap" : {
"us-east-1" : { "AMI" : "ami-7f418316" },
"us-west-2" : { "AMI" : "ami-16fd7026" }
}
},
"Conditions" : {
”EnableEBSOptimized" : {"Fn::Equals" : [{"Ref" : " Environment "}, ”Prod"]},
},
"Resources" : {
"Ec2Instance" : {
"Type" : "AWS::EC2::Instance",
"Properties" : {
"KeyName" : { "Ref" : "KeyName" },
"EbsOptimized " : {"Fn::If": [ " EnableEBSOptimized ", {“true”}, {“false”}]},
"ImageId" : { "Fn::FindInMap" : [ "RegionMap", { "Ref" : "AWS::Region" }, "AMI" ]},
"UserData" : { "Fn::Base64" : "80" }
}
}
},
"Outputs" : {
"InstanceId" : {
"Description" : "InstanceId of the newly created EC2 instance",
"Value" : { "Ref" : "Ec2Instance" }
},
"PublicDNS" : {
"Description" : "Public DNSName of the newly created EC2 instance",
"Value" : { "Fn::GetAtt" : [ "Ec2Instance", "PublicDnsName" ] }
}
}
}
HEADERS
PARAMETERS
MAPPINGS
RESOURCES
OUTPUTS
CONDITIONALS
{
"AWSTemplateFormatVersion" : "2010-09-09",
"Description" : "AWS CloudFormation Sample Template EC2InstanceSample: **WARNING** This template an Amazon EC2 instances. You will be billed for the AWS resources used if
you create a stack from this template.",
"Parameters" : {
"KeyName" : {
"Description" : "Name of an existing EC2 KeyPair to enable SSH access to the instance",
"Type" : "String"
},
"Environment": {
"Type" : "String",
"Default" : ”Dev",
"AllowedValues" : [”Mgmt", "Dev", ”Staging", "Prod"],
"Description" : "Environment that the instances will run in.”
}
},
"Mappings" : {
"RegionMap" : {
"us-east-1" : { "AMI" : "ami-7f418316" },
"us-west-2" : { "AMI" : "ami-16fd7026" }
}
},
"Conditions" : {
”EnableEBSOptimized" : {"Fn::Equals" : [{"Ref" : " Environment "}, ”Prod"]},
},
"Resources" : {
"Ec2Instance" : {
"Type" : "AWS::EC2::Instance",
"Properties" : {
"KeyName" : { "Ref" : "KeyName" },
"EbsOptimized " : {"Fn::If": [ " EnableEBSOptimized ", {“true”}, {“false”}]},
"ImageId" : { "Fn::FindInMap" : [ "RegionMap", { "Ref" : "AWS::Region" }, "AMI" ]},
"UserData" : { "Fn::Base64" : "80" }
}
}
},
"Outputs" : {
"InstanceId" : {
"Description" : "InstanceId of the newly created EC2 instance",
"Value" : { "Ref" : "Ec2Instance" }
},
"PublicDNS" : {
"Description" : "Public DNSName of the newly created EC2 instance",
"Value" : { "Fn::GetAtt" : [ "Ec2Instance", "PublicDnsName" ] }
}
}
}
HEADERS
PARAMETERS
MAPPINGS
RESOURCES
OUTPUTS
CONDITIONALS
Description of what your stack does, contains, etc
Provision time values that add structured flexibility and
customization
Pre-defined conditional case statements
Conditional values set via evaluations of passed references
AWS resource definitions
Resulting attributes of stack resource creation
Templates (in action):
"ImageId" : { "Fn::FindInMap" : [ "AWSRegionVirt2AMI", { "Ref" : "AWS::Region" },
{"Fn::FindInMap": ["AWSInstanceType2Virt", { "Ref" : "myInstanceType" }, "Virt"]} ]},
AWS CloudFormation
Templates (in action):
"ImageId" : { "Fn::FindInMap" : [ "AWSRegionVirt2AMI", { "Ref" : "AWS::Region" },
{"Fn::FindInMap": ["AWSInstanceType2Virt", { "Ref" : "myInstanceType" }, "Virt"]} ]},
AWS CloudFormation
“AWSRegionVirt2AMI” Map
Templates (in action):
"ImageId" : { "Fn::FindInMap" : [ "AWSRegionVirt2AMI", { "Ref" : "AWS::Region" },
{"Fn::FindInMap": ["AWSInstanceType2Virt", { "Ref" : "myInstanceType" }, "Virt"]} ]},
AWS CloudFormation
“AWSInstanceType2Virt” Map
“AWSRegionVirt2AMI” Map
Templates (in action):
"ImageId" : { "Fn::FindInMap" : [ "AWSRegionVirt2AMI", { "Ref" : "AWS::Region" },
{"Fn::FindInMap": ["AWSInstanceType2Virt", { "Ref" : "myInstanceType" }, "Virt"]} ]},
AWS CloudFormation
“AWSInstanceType2Virt” Map
“myInstanceType”
Parameter
“AWSRegionVirt2AMI” Map
Templates (in action):
"ImageId" : { "Fn::FindInMap" : [ "AWSRegionVirt2AMI", { "Ref" : "AWS::Region" },
{"Fn::FindInMap": ["AWSInstanceType2Virt", { "Ref" : "myInstanceType" }, "Virt"]} ]},
AWS CloudFormation
“AWSRegionVirt2AMI” Map
“AWSInstanceType2Virt” Map
AWS::Region Pseudo
Parameter
“myInstanceType”
Parameter
Parameters:
"myInstanceType" : {
"Type" : "String",
"Default" : "t2.large",
"AllowedValues" : ["t2.micro", "t2.small",
"t2.medium", "t2.large"],
"Description" : "Instance type for instances created,
must be in the t2 family."
}
Mappings:
"AWSInstanceType2Virt": {
"t2.micro": {"Virt": "HVM"},
"t2.small": {"Virt": "HVM"},
"t2.medium": {"Virt": "HVM"},
"t2.large": {"Virt": "HVM"},
}
AWS CloudFormation
Mappings:
"AWSRegionVirt2AMI": {
"us-east-1": {
"PVM": "ami-50842d38",
"HVM": "ami-08842d60"
},
"us-west-2": {
"PVM": "ami-af86c69f",
"HVM": "ami-8786c6b7"
},
"us-west-1": {
"PVM": "ami-c7a8a182",
"HVM": "ami-cfa8a18a"
}
}
Option 1: Use EC2 UserData, which is available as a property of AWS::EC2::Instance
resources
Bootstrapping Applications & Handling Updates
"Resources" : {
"Ec2Instance" : {
"Type" : "AWS::EC2::Instance",
"Properties" : {
"KeyName" : { "Ref" : "KeyName" },
"SecurityGroups" : [ { "Ref" : "InstanceSecurityGroup" } ],
"ImageId" : { "Fn::FindInMap" : [ "RegionMap", { "Ref" : "AWS::Region" }, "AMI" ]},
"UserData" : { "Fn::Base64" : { "Fn::Join" : ["",[
"#!/bin/bash -ex","n",
"yum -y install gcc-c++ make","n",
"yum -y install mysql-devel sqlite-devel","n",
"yum -y install ruby-rdoc rubygems ruby-mysql ruby-devel","n",
"gem install --no-ri --no-rdoc rails","n",
"gem install --no-ri --no-rdoc mysql","n",
"gem install --no-ri --no-rdoc sqlite3","n",
"rails new myapp","n",
"cd myapp","n",
"rails server -d","n"]]}}
}
}
Option 2: AWS CloudFormation provides helper scripts for deployment within your EC2
instances
Metadata Key — AWS::CloudFormation::Init
Cfn-init reads this metadata key and installs the packages listed in this key (e.g.,
httpd, mysql, and php). Cfn-init also retrieves and expands files listed as sources.
cfn-hup
cfn-signal
cfn-get-
metadata
Amazon EC2AWS CloudFormation
cfn-init
Bootstrapping Applications & Handling UpdatesBootstrapping Applications & Handling Updates
Use AWS::CloudFormation::Init with cfn-init to help bootstrap instances:
"Metadata": {
"AWS::CloudFormation::Init" : {
"config" : {
"packages" : {
},
"sources" : {
},
"commands" : {
},
"files" : {
},
"services" : {
},
"users" : {
},
"groups" : {
}
}
}
AWS CloudFormation
Install packages with the native package management tool:
“WebAppHost" : {
"Type" : "AWS::EC2::Instance",
"Metadata" : {
"AWS:CloudFormation::Init" : {
"config" : {
"packages" : {
"yum" : {
"gcc" : [],
"gcc-c++" : [],
"make" : [],
"automake" : [],
AWS CloudFormation
Manage a wide range of AWS services & resources
 Amazon EC2
 Amazon EC2 Container Service
 Amazon EC2 Simple Systems Manager (New)
 AWS Lambda (including event sources)
 Auto Scaling (including Spot Fleet)
 Amazon VPC
 Elastic Load Balancing
 Amazon Route 53
 Amazon CloudFront
 AWS WAF (New)
 Amazon RDS
 Amazon Redshift
 Amazon DynamoDB
 Amazon ElastiCache
 Amazon RDS (including Aurora)
 Amazon S3
 Amazon IAM (including managed policies)
 Amazon Simple AD / Microsoft AD (New)
 Amazon Kinesis
 Amazon SNS
 Amazon SQS
 AWS CloudTrail
 Amazon CloudWatch
 AWS Config (New)
 AWS Key Management Service (New)
 AWS Data Pipeline
 AWS Elastic Beanstalk
 AWS OpsWorks
 AWS CodeDeploy
 AWS CodePipeline (New)
 Amazon Workspaces
Template File
Defining Stack
The entire infrastructure can be
represented in an AWS
CloudFormation template.
Many Stacks & Environments from One Template
Template File
Defining Stack
The entire infrastructure can be
represented in an AWS
CloudFormation template.
Use the version
control system of
your choice to
store and track
changes to this
template
Many Stacks & Environments from One Template
Git
Perforce
SVN
…
Template File
Defining Stack
Git
Perforce
SVN
…
Dev
Test
Prod
The entire infrastructure can be
represented in an AWS
CloudFormation template.
Use the version
control system of
your choice to
store and track
changes to this
template
Build out multiple
environments, such
as for Development,
Test, Production and
even DR using the
same template
Many Stacks & Environments from One Template
Versioning!
You track changes within your code
Do it within your infrastructure!
• What is changing?
• Who made that change?
• When was it made?
• Why was it made?(tied to ticket/bug/project systems?)
Self imposed, but you need to be doing this!
AWS CloudFormation
Testing:
• Validate via API/CLI
• $ aws cloudformation validate-template – confirm CF
syntax
• Use something like Jsonlint (http://jsonlint.com/) to find
JSON issues like missing commas, brackets!
• Throw this into your testing/continuous integration
pipelines!
AWS CloudFormation
AWS CloudFormation Designer
• Visualize template
resources
• Modify template with
drag-drop gestures
• Customize sample
templates
Deploy & update via console or API/command line:
• Just a couple of clicks
OR
• aws cloudformation create-stack --stack-name
myteststack --template-body
file:////home//local//test//sampletemplate.json --
parameters
ParameterKey=string,ParameterValue=string
AWS CloudFormation
But what do we do
once things are up
and running?
Ongoing Management
• Updates/patches?
• New software?
• New configurations?
• New code deploys?
• Pool specific changes?
• Environment specific changes?
• Run commands across all hosts?
• Be on top of all running resources?
Could we do this with AWS CloudFormation?
Sure! But potentially tricky to do at scale:
• Try changing a vhost configuration on every web
server across multiple environments (dev, stage,
prod)
• Install a package on certain hosts, but not others to
test out newer versions
• Need to change LDAP config on every running
Amazon EC2 Linux host, but they are across 25
different AWS CloudFormation templates?
We need a tool to interact
with each host that we
manage, to make our lives
easier doing the previously
mentioned tasks.
Configuration management solution for
automating operational tasks
Model, control and automate applications of
nearly any scale and complexity
Manage Linux and Windows the same way
Supports both AWS and on-premises
Launched in 2013
AWS
OpsWorks
A stack represents
the cloud
infrastructure and
applications that
you want to
manage together.
A layer defines
how to setup and
configure a set of
instances and
related resources.
Then deploy your
app to specific
instances and
customize the
deployment with
Chef recipes.
Decide how to
scale: manually,
with 24/7
instances, or
automatically, with
load-based or
time-based
instances.
AWS OpsWorks
AWS OpsWorks Instance Lifecycle
Setup Configure Deploy Undeploy Shutdown
Agent on each instance understands a set
of commands that are triggered by
OpsWorks. The agent then runs Chef.
OpsWorks Agent Communication
1. Instance connects with OpsWorks
service to send keep alive
heartbeat and receive lifecycle
events
2. OpsWorks sends lifecycle event
with pointer to configuration JSON
(metadata, recipes) in S3 bucket
3. Download configuration JSON
4. Pull cookbooks and other build
assets from your repo
5. Execute recipe
6. Upload Chef log
7. Report Chef run status
EC2
Instance
OpsWorks
Service


 

“Deploy App”


Your repo,
e.g. GitHub
How OpsWorks Bootstraps the EC2 instance
Instance is started with IAM role
• UserData passed with instance private key, OpsWorks public
key
• Instance downloads and installs OpsWorks agent
Agent connects to instance service, gets run info
• Authenticate instance using instance’s IAM role
• Pick-up configuration JSON from the OpsWorks instance queue
• Decrypt & verify message, run Chef recipes
• Upload Chef log, return Chef run status
Agent polls instance service for more messages
AWS OpsWorks + Chef
OpsWorks uses Chef to configure the software on the
instance
OpsWorks provides many Chef Server functions to users.
• Associate cookbooks with instances
• Dynamic metadata that describes each registered node in the
infrastructure
Supports "Push" Command and Control Client Runs
Support for community cookbooks
Let’s Start
Cooking
https://secure.flickr.com/photos/75001512@N00/8675972995/
Working with Chef
Similar to CloudFormation and application code:
• Mixture of Json and a Ruby DSL
• Tools exist to do linting and syntax checking
• Versioning
• Built in cookbook versioning
• Some manual/processes scripted abilities
• But still use source control!
• Tie in with continuous integration systems just like AWS
CloudFormation and the rest of your code!
Working with Chef
Basics:
• Nodes
• Roles
• Cookbooks
• Recipes
• Attributes
• Data bags
• Environments
Host Configuration Management with Chef
Examples:
package "ntp" do
action :install
end
service "ntpd" do
supports :status => true, :restart => true,
:reload => true
action [ :enable, :start ]
end
cookbook_file "/etc/ntp.conf" do
source "ntp.conf"
owner "root"
group "root"
mode 00644
# Restart ntp.conf if /etc/ntp.conf changes
notifies :restart, resources(:service =>
"ntpd")
end
group "ganglia" do
gid 499
end
user "ganglia" do
home "/var/lib/ganglia"
shell "/sbin/nologin"
uid 499
gid "ganglia"
end
directory "/etc/ganglia" do
action :create
end
Examples:
template "/etc/ganglia/gmond.conf" do
source "gmond.conf.erb"
owner "root"
group "root"
mode 00644
notifies :restart, resources(:service => "gmond")
variables(
:gmetad_name => node[:ganglia][:gmetad_name],
:cluster_name => node[:ganglia][:cluster_name]
)
end
cron "all-gmetrics" do
command "for FILE in `ls /opt/bin/gmetric-*`; do command $FILE; done >/dev/null 2>&1"
end
Host Configuration Management with Chef
{
"opsworks": {
"data_bags": {
"myapp": {
"mysql": {
"username": "default-user",
"password": "default-pass"
}
}
}
}
}
mything = data_bag_item("myapp", "mysql")
Chef::Log.info("username: #{mything['username']}")
Host Configuration Management with Chef
Recipe
Custom JSON
AWS OpsWorks
Deploying your
applications
https://secure.flickr.com/photos/simononly/15386966677
Rolling deploys with zero downtime
Perform host management as part of a deploy
Deploy applications in any language on any
Operating System
Deploy to any instance: AWS or on-premises
Treat all environments the same
Launched in 2014
AWS
CodeDeploy
appspec.yml Example
version: 0.0
os: linux
files:
- source: /
destination: /var/www/html
permissions:
- object: /var/www/html
pattern: “*.html”
owner: root
group: root
mode: 755
hooks:
ApplicationStop:
- location: scripts/deregister_from_elb.sh
BeforeInstall:
- location: scripts/install_dependencies.sh
ApplicationStart:
- location: scripts/start_httpd.sh
ValidateService:
- location: scripts/test_site.sh
- location: scripts/register_with_elb.sh
appspec.yml Example
version: 0.0
os: linux
files:
- source: /
destination: /var/www/html
permissions:
- object: /var/www/html
pattern: “*.html”
owner: root
group: root
mode: 755
hooks:
ApplicationStop:
- location: scripts/deregister_from_elb.sh
BeforeInstall:
- location: scripts/install_dependencies.sh
ApplicationStart:
- location: scripts/start_httpd.sh
ValidateService:
- location: scripts/test_site.sh
- location: scripts/register_with_elb.sh
• Remove/Add instance to ELB
• Install dependency packages
• Start Apache
• Confirm successful deploy
• More!
• Send application files to one
directory and configuration
files to another
• Set specific permissions on
specific directories & files
Choose deployment speed & group
v2 v2 v2 v2 v2 v2
one at a time
half at a time
all at once
v2 v2 v2 v1 v1 v1
v2 v1 v1 v1 v1 v1 Agent Agent
Dev Deployment group
OR
Prod Deployment group
Agent
AgentAgent
Agent Agent
Agent
Deploy!
aws deploy create-deployment 
--application-name MyApp 
--deployment-group-name TargetGroup 
--s3-location bucket=MyBucket,key=MyApp.zip
AWS CLI & SDKs
AWS Console
AWS CodePipeline
CI / CD Partners
GitHub
Your infrastructure
assembly line
https://secure.flickr.com/photos/spenceyc/7481166880
CloudFormation + OpsWorks +
CodeDeploy!
• Create/update/manage AWS resources configuration and
properties with CloudFormation
• You can configure OpsWorks and CodeDeploy via CloudFormation
• Use OpsWorks for ongoing tweaks to software/configuration
of host based applications and the operating system
• You can configure and deploy CodeDeploy’s agent with OpsWorks
• Use CodeDeploy to deploy your applications and their
configurations
CloudFormation + OpsWorks +
CodeDeploy!
• Your CloudFormation templates and Chef cookbooks
should go in their own repositories
• Include appspec.yml file and related scripts in your
application’s code repositories
• Every commit should cause an execution of your
continuous delivery pipeline to lint, validate and/or test
• Use each related service’s CLI/console/APIs to update or
deploy as necessary
AWS Resources
Operating System and
Host Configuration
Application
Configuration
Amazon Virtual Private
Cloud (VPC)
Amazon Elastic
Compute Cloud (EC2)
AWS Identity and Access
Management (IAM)
Amazon Relational
Database Service (RDS)
Amazon Simple Storage
Service (S3)
AWS CodePipeline
…
Windows Registry
Linux Networking
OpenSSH
LDAP
AD Domain Registration
Centralized logging
System Metrics
Deployment agents
Host monitoring
…
Application dependencies
Application configuration
Service registration
Management scripts
Database credentials
…
AWS CloudFormation
AWS OpsWorks
AWS CodeDeploy
AWS Resources
Operating System and
Host Configuration
Application
Configuration
Amazon Virtual Private
Cloud (VPC)
Amazon Elastic
Compute Cloud (EC2)
AWS Identity and Access
Management (IAM)
Amazon Relational
Database Service (RDS)
Amazon Simple Storage
Service (S3)
AWS CodePipeline
…
Windows Registry
Linux Networking
OpenSSH
LDAP
AD Domain Registration
Centralized logging
System Metrics
Deployment agents
Host monitoring
…
Application dependencies
Application configuration
Service registration
Management scripts
Database credentials
…
AWS CloudFormation
AWS OpsWorks
AWS CodeDeploy
allOfThis == $Code
Resources to learn more:
• CloudFormation
• https://aws.amazon.com/cloudformation/
• https://aws.amazon.com/documentation/cloudformation/
• https://aws.amazon.com/cloudformation/aws-cloudformation-templates/
• OpsWorks
• https://aws.amazon.com/opsworks/
• https://aws.amazon.com/documentation/opsworks/
• https://github.com/aws/opsworks-cookbooks
• CodeDeploy
• https://aws.amazon.com/codedeploy/
• https://aws.amazon.com/documentation/codedeploy/
• https://github.com/awslabs/aws-codedeploy-samples
But wait, there’s more!
Thank you!
Infrastructure as Code

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AWS January 2016 Webinar Series - Managing your Infrastructure as Code

  • 1. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Chris Munns - Business Development Manager - DevOps January 28th, 2016 Infrastructure as Code
  • 3. Why are we here today? Moving to cloud based infrastructure opens doors to building and managing infrastructure in completely new ways: • Infrastructure can be provisioned in seconds • Scale can be achieved without complicated capacity planning • Being API driven means we can interact with our infrastructure via languages typically used in our applications
  • 4. Infrastructure as Code is a practice by where traditional infrastructure management techniques are supplemented and often replaced by using code based tools and software development techniques.
  • 7. Infrastructure as Code workflow “It’s all software”
  • 8. “It’s all software” AWS Resources Operating System and Host Configuration Application Configuration
  • 9. AWS Resources Operating System and Host Configuration Application Configuration
  • 10. AWS Resources Operating System and Host Configuration Application Configuration Infrastructure Resource Management
  • 11. AWS Resources Operating System and Host Configuration Application Configuration Infrastructure Resource Management Host Configuration Management
  • 12. AWS Resources Operating System and Host Configuration Application Configuration Infrastructure Resource Management Host Configuration Management Application Deployment
  • 13. AWS Resources Operating System and Host Configuration Application Configuration AWS CloudFormation AWS OpsWorks AWS CodeDeploy
  • 14. AWS Resources Operating System and Host Configuration Application Configuration Amazon Virtual Private Cloud (VPC) Amazon Elastic Compute Cloud (EC2) AWS Identity and Access Management (IAM) Amazon Relational Database Service (RDS) Amazon Simple Storage Service (S3) AWS CodePipeline … Windows Registry Linux Networking OpenSSH LDAP AD Domain Registration Centralized logging System Metrics Deployment agents Host monitoring … Application dependencies Application configuration Service registration Management scripts Database credentials … AWS CloudFormation AWS OpsWorks AWS CodeDeploy
  • 16. Create templates of your infrastructure CloudFormation provisions AWS resources based on dependency needs Version control/replicate/update templates like code Integrates with development, CI/CD, management tools Launched in 2010 AWS CloudFormation
  • 17. Template CloudFormation Stack JSON formatted file Parameter definition Resource creation Configuration actions Configured AWS resources Comprehensive service support Service event aware Customizable Framework Stack creation Stack updates Error detection and rollback CloudFormation – Components & Technology
  • 20. JSON
  • 21. JSON Plain text Perfect for version control Validatable
  • 22. { "AWSTemplateFormatVersion" : "2010-09-09", "Description" : "AWS CloudFormation Sample Template EC2InstanceSample: **WARNING** This template an Amazon EC2 instances. You will be billed for the AWS resources used if you create a stack from this template.", "Parameters" : { "KeyName" : { "Description" : "Name of an existing EC2 KeyPair to enable SSH access to the instance", "Type" : "String" }, "Environment": { "Type" : "String", "Default" : ”Dev", "AllowedValues" : [”Mgmt", "Dev", ”Staging", "Prod"], "Description" : "Environment that the instances will run in.” } }, "Mappings" : { "RegionMap" : { "us-east-1" : { "AMI" : "ami-7f418316" }, "us-west-2" : { "AMI" : "ami-16fd7026" } } }, "Conditions" : { ”EnableEBSOptimized" : {"Fn::Equals" : [{"Ref" : " Environment "}, ”Prod"]}, }, "Resources" : { "Ec2Instance" : { "Type" : "AWS::EC2::Instance", "Properties" : { "KeyName" : { "Ref" : "KeyName" }, "EbsOptimized " : {"Fn::If": [ " EnableEBSOptimized ", {“true”}, {“false”}]}, "ImageId" : { "Fn::FindInMap" : [ "RegionMap", { "Ref" : "AWS::Region" }, "AMI" ]}, "UserData" : { "Fn::Base64" : "80" } } } }, "Outputs" : { "InstanceId" : { "Description" : "InstanceId of the newly created EC2 instance", "Value" : { "Ref" : "Ec2Instance" } }, "PublicDNS" : { "Description" : "Public DNSName of the newly created EC2 instance", "Value" : { "Fn::GetAtt" : [ "Ec2Instance", "PublicDnsName" ] } } } }
  • 23. { "AWSTemplateFormatVersion" : "2010-09-09", "Description" : "AWS CloudFormation Sample Template EC2InstanceSample: **WARNING** This template an Amazon EC2 instances. You will be billed for the AWS resources used if you create a stack from this template.", "Parameters" : { "KeyName" : { "Description" : "Name of an existing EC2 KeyPair to enable SSH access to the instance", "Type" : "String" }, "Environment": { "Type" : "String", "Default" : ”Dev", "AllowedValues" : [”Mgmt", "Dev", ”Staging", "Prod"], "Description" : "Environment that the instances will run in.” } }, "Mappings" : { "RegionMap" : { "us-east-1" : { "AMI" : "ami-7f418316" }, "us-west-2" : { "AMI" : "ami-16fd7026" } } }, "Conditions" : { ”EnableEBSOptimized" : {"Fn::Equals" : [{"Ref" : " Environment "}, ”Prod"]}, }, "Resources" : { "Ec2Instance" : { "Type" : "AWS::EC2::Instance", "Properties" : { "KeyName" : { "Ref" : "KeyName" }, "EbsOptimized " : {"Fn::If": [ " EnableEBSOptimized ", {“true”}, {“false”}]}, "ImageId" : { "Fn::FindInMap" : [ "RegionMap", { "Ref" : "AWS::Region" }, "AMI" ]}, "UserData" : { "Fn::Base64" : "80" } } } }, "Outputs" : { "InstanceId" : { "Description" : "InstanceId of the newly created EC2 instance", "Value" : { "Ref" : "Ec2Instance" } }, "PublicDNS" : { "Description" : "Public DNSName of the newly created EC2 instance", "Value" : { "Fn::GetAtt" : [ "Ec2Instance", "PublicDnsName" ] } } } } HEADERS PARAMETERS MAPPINGS RESOURCES OUTPUTS CONDITIONALS
  • 24. { "AWSTemplateFormatVersion" : "2010-09-09", "Description" : "AWS CloudFormation Sample Template EC2InstanceSample: **WARNING** This template an Amazon EC2 instances. You will be billed for the AWS resources used if you create a stack from this template.", "Parameters" : { "KeyName" : { "Description" : "Name of an existing EC2 KeyPair to enable SSH access to the instance", "Type" : "String" }, "Environment": { "Type" : "String", "Default" : ”Dev", "AllowedValues" : [”Mgmt", "Dev", ”Staging", "Prod"], "Description" : "Environment that the instances will run in.” } }, "Mappings" : { "RegionMap" : { "us-east-1" : { "AMI" : "ami-7f418316" }, "us-west-2" : { "AMI" : "ami-16fd7026" } } }, "Conditions" : { ”EnableEBSOptimized" : {"Fn::Equals" : [{"Ref" : " Environment "}, ”Prod"]}, }, "Resources" : { "Ec2Instance" : { "Type" : "AWS::EC2::Instance", "Properties" : { "KeyName" : { "Ref" : "KeyName" }, "EbsOptimized " : {"Fn::If": [ " EnableEBSOptimized ", {“true”}, {“false”}]}, "ImageId" : { "Fn::FindInMap" : [ "RegionMap", { "Ref" : "AWS::Region" }, "AMI" ]}, "UserData" : { "Fn::Base64" : "80" } } } }, "Outputs" : { "InstanceId" : { "Description" : "InstanceId of the newly created EC2 instance", "Value" : { "Ref" : "Ec2Instance" } }, "PublicDNS" : { "Description" : "Public DNSName of the newly created EC2 instance", "Value" : { "Fn::GetAtt" : [ "Ec2Instance", "PublicDnsName" ] } } } } HEADERS PARAMETERS MAPPINGS RESOURCES OUTPUTS CONDITIONALS Description of what your stack does, contains, etc Provision time values that add structured flexibility and customization Pre-defined conditional case statements Conditional values set via evaluations of passed references AWS resource definitions Resulting attributes of stack resource creation
  • 25. Templates (in action): "ImageId" : { "Fn::FindInMap" : [ "AWSRegionVirt2AMI", { "Ref" : "AWS::Region" }, {"Fn::FindInMap": ["AWSInstanceType2Virt", { "Ref" : "myInstanceType" }, "Virt"]} ]}, AWS CloudFormation
  • 26. Templates (in action): "ImageId" : { "Fn::FindInMap" : [ "AWSRegionVirt2AMI", { "Ref" : "AWS::Region" }, {"Fn::FindInMap": ["AWSInstanceType2Virt", { "Ref" : "myInstanceType" }, "Virt"]} ]}, AWS CloudFormation “AWSRegionVirt2AMI” Map
  • 27. Templates (in action): "ImageId" : { "Fn::FindInMap" : [ "AWSRegionVirt2AMI", { "Ref" : "AWS::Region" }, {"Fn::FindInMap": ["AWSInstanceType2Virt", { "Ref" : "myInstanceType" }, "Virt"]} ]}, AWS CloudFormation “AWSInstanceType2Virt” Map “AWSRegionVirt2AMI” Map
  • 28. Templates (in action): "ImageId" : { "Fn::FindInMap" : [ "AWSRegionVirt2AMI", { "Ref" : "AWS::Region" }, {"Fn::FindInMap": ["AWSInstanceType2Virt", { "Ref" : "myInstanceType" }, "Virt"]} ]}, AWS CloudFormation “AWSInstanceType2Virt” Map “myInstanceType” Parameter “AWSRegionVirt2AMI” Map
  • 29. Templates (in action): "ImageId" : { "Fn::FindInMap" : [ "AWSRegionVirt2AMI", { "Ref" : "AWS::Region" }, {"Fn::FindInMap": ["AWSInstanceType2Virt", { "Ref" : "myInstanceType" }, "Virt"]} ]}, AWS CloudFormation “AWSRegionVirt2AMI” Map “AWSInstanceType2Virt” Map AWS::Region Pseudo Parameter “myInstanceType” Parameter
  • 30. Parameters: "myInstanceType" : { "Type" : "String", "Default" : "t2.large", "AllowedValues" : ["t2.micro", "t2.small", "t2.medium", "t2.large"], "Description" : "Instance type for instances created, must be in the t2 family." } Mappings: "AWSInstanceType2Virt": { "t2.micro": {"Virt": "HVM"}, "t2.small": {"Virt": "HVM"}, "t2.medium": {"Virt": "HVM"}, "t2.large": {"Virt": "HVM"}, } AWS CloudFormation Mappings: "AWSRegionVirt2AMI": { "us-east-1": { "PVM": "ami-50842d38", "HVM": "ami-08842d60" }, "us-west-2": { "PVM": "ami-af86c69f", "HVM": "ami-8786c6b7" }, "us-west-1": { "PVM": "ami-c7a8a182", "HVM": "ami-cfa8a18a" } }
  • 31. Option 1: Use EC2 UserData, which is available as a property of AWS::EC2::Instance resources Bootstrapping Applications & Handling Updates "Resources" : { "Ec2Instance" : { "Type" : "AWS::EC2::Instance", "Properties" : { "KeyName" : { "Ref" : "KeyName" }, "SecurityGroups" : [ { "Ref" : "InstanceSecurityGroup" } ], "ImageId" : { "Fn::FindInMap" : [ "RegionMap", { "Ref" : "AWS::Region" }, "AMI" ]}, "UserData" : { "Fn::Base64" : { "Fn::Join" : ["",[ "#!/bin/bash -ex","n", "yum -y install gcc-c++ make","n", "yum -y install mysql-devel sqlite-devel","n", "yum -y install ruby-rdoc rubygems ruby-mysql ruby-devel","n", "gem install --no-ri --no-rdoc rails","n", "gem install --no-ri --no-rdoc mysql","n", "gem install --no-ri --no-rdoc sqlite3","n", "rails new myapp","n", "cd myapp","n", "rails server -d","n"]]}} } }
  • 32. Option 2: AWS CloudFormation provides helper scripts for deployment within your EC2 instances Metadata Key — AWS::CloudFormation::Init Cfn-init reads this metadata key and installs the packages listed in this key (e.g., httpd, mysql, and php). Cfn-init also retrieves and expands files listed as sources. cfn-hup cfn-signal cfn-get- metadata Amazon EC2AWS CloudFormation cfn-init Bootstrapping Applications & Handling UpdatesBootstrapping Applications & Handling Updates
  • 33. Use AWS::CloudFormation::Init with cfn-init to help bootstrap instances: "Metadata": { "AWS::CloudFormation::Init" : { "config" : { "packages" : { }, "sources" : { }, "commands" : { }, "files" : { }, "services" : { }, "users" : { }, "groups" : { } } } AWS CloudFormation
  • 34. Install packages with the native package management tool: “WebAppHost" : { "Type" : "AWS::EC2::Instance", "Metadata" : { "AWS:CloudFormation::Init" : { "config" : { "packages" : { "yum" : { "gcc" : [], "gcc-c++" : [], "make" : [], "automake" : [], AWS CloudFormation
  • 35. Manage a wide range of AWS services & resources  Amazon EC2  Amazon EC2 Container Service  Amazon EC2 Simple Systems Manager (New)  AWS Lambda (including event sources)  Auto Scaling (including Spot Fleet)  Amazon VPC  Elastic Load Balancing  Amazon Route 53  Amazon CloudFront  AWS WAF (New)  Amazon RDS  Amazon Redshift  Amazon DynamoDB  Amazon ElastiCache  Amazon RDS (including Aurora)  Amazon S3  Amazon IAM (including managed policies)  Amazon Simple AD / Microsoft AD (New)  Amazon Kinesis  Amazon SNS  Amazon SQS  AWS CloudTrail  Amazon CloudWatch  AWS Config (New)  AWS Key Management Service (New)  AWS Data Pipeline  AWS Elastic Beanstalk  AWS OpsWorks  AWS CodeDeploy  AWS CodePipeline (New)  Amazon Workspaces
  • 36. Template File Defining Stack The entire infrastructure can be represented in an AWS CloudFormation template. Many Stacks & Environments from One Template
  • 37. Template File Defining Stack The entire infrastructure can be represented in an AWS CloudFormation template. Use the version control system of your choice to store and track changes to this template Many Stacks & Environments from One Template Git Perforce SVN …
  • 38. Template File Defining Stack Git Perforce SVN … Dev Test Prod The entire infrastructure can be represented in an AWS CloudFormation template. Use the version control system of your choice to store and track changes to this template Build out multiple environments, such as for Development, Test, Production and even DR using the same template Many Stacks & Environments from One Template
  • 39. Versioning! You track changes within your code Do it within your infrastructure! • What is changing? • Who made that change? • When was it made? • Why was it made?(tied to ticket/bug/project systems?) Self imposed, but you need to be doing this! AWS CloudFormation
  • 40. Testing: • Validate via API/CLI • $ aws cloudformation validate-template – confirm CF syntax • Use something like Jsonlint (http://jsonlint.com/) to find JSON issues like missing commas, brackets! • Throw this into your testing/continuous integration pipelines! AWS CloudFormation
  • 41. AWS CloudFormation Designer • Visualize template resources • Modify template with drag-drop gestures • Customize sample templates
  • 42. Deploy & update via console or API/command line: • Just a couple of clicks OR • aws cloudformation create-stack --stack-name myteststack --template-body file:////home//local//test//sampletemplate.json -- parameters ParameterKey=string,ParameterValue=string AWS CloudFormation
  • 43. But what do we do once things are up and running?
  • 44. Ongoing Management • Updates/patches? • New software? • New configurations? • New code deploys? • Pool specific changes? • Environment specific changes? • Run commands across all hosts? • Be on top of all running resources?
  • 45. Could we do this with AWS CloudFormation? Sure! But potentially tricky to do at scale: • Try changing a vhost configuration on every web server across multiple environments (dev, stage, prod) • Install a package on certain hosts, but not others to test out newer versions • Need to change LDAP config on every running Amazon EC2 Linux host, but they are across 25 different AWS CloudFormation templates?
  • 46. We need a tool to interact with each host that we manage, to make our lives easier doing the previously mentioned tasks.
  • 47. Configuration management solution for automating operational tasks Model, control and automate applications of nearly any scale and complexity Manage Linux and Windows the same way Supports both AWS and on-premises Launched in 2013 AWS OpsWorks
  • 48. A stack represents the cloud infrastructure and applications that you want to manage together. A layer defines how to setup and configure a set of instances and related resources. Then deploy your app to specific instances and customize the deployment with Chef recipes. Decide how to scale: manually, with 24/7 instances, or automatically, with load-based or time-based instances. AWS OpsWorks
  • 49. AWS OpsWorks Instance Lifecycle Setup Configure Deploy Undeploy Shutdown Agent on each instance understands a set of commands that are triggered by OpsWorks. The agent then runs Chef.
  • 50. OpsWorks Agent Communication 1. Instance connects with OpsWorks service to send keep alive heartbeat and receive lifecycle events 2. OpsWorks sends lifecycle event with pointer to configuration JSON (metadata, recipes) in S3 bucket 3. Download configuration JSON 4. Pull cookbooks and other build assets from your repo 5. Execute recipe 6. Upload Chef log 7. Report Chef run status EC2 Instance OpsWorks Service      “Deploy App”   Your repo, e.g. GitHub
  • 51. How OpsWorks Bootstraps the EC2 instance Instance is started with IAM role • UserData passed with instance private key, OpsWorks public key • Instance downloads and installs OpsWorks agent Agent connects to instance service, gets run info • Authenticate instance using instance’s IAM role • Pick-up configuration JSON from the OpsWorks instance queue • Decrypt & verify message, run Chef recipes • Upload Chef log, return Chef run status Agent polls instance service for more messages
  • 52. AWS OpsWorks + Chef OpsWorks uses Chef to configure the software on the instance OpsWorks provides many Chef Server functions to users. • Associate cookbooks with instances • Dynamic metadata that describes each registered node in the infrastructure Supports "Push" Command and Control Client Runs Support for community cookbooks
  • 54. Working with Chef Similar to CloudFormation and application code: • Mixture of Json and a Ruby DSL • Tools exist to do linting and syntax checking • Versioning • Built in cookbook versioning • Some manual/processes scripted abilities • But still use source control! • Tie in with continuous integration systems just like AWS CloudFormation and the rest of your code!
  • 55. Working with Chef Basics: • Nodes • Roles • Cookbooks • Recipes • Attributes • Data bags • Environments
  • 56. Host Configuration Management with Chef Examples: package "ntp" do action :install end service "ntpd" do supports :status => true, :restart => true, :reload => true action [ :enable, :start ] end cookbook_file "/etc/ntp.conf" do source "ntp.conf" owner "root" group "root" mode 00644 # Restart ntp.conf if /etc/ntp.conf changes notifies :restart, resources(:service => "ntpd") end group "ganglia" do gid 499 end user "ganglia" do home "/var/lib/ganglia" shell "/sbin/nologin" uid 499 gid "ganglia" end directory "/etc/ganglia" do action :create end
  • 57. Examples: template "/etc/ganglia/gmond.conf" do source "gmond.conf.erb" owner "root" group "root" mode 00644 notifies :restart, resources(:service => "gmond") variables( :gmetad_name => node[:ganglia][:gmetad_name], :cluster_name => node[:ganglia][:cluster_name] ) end cron "all-gmetrics" do command "for FILE in `ls /opt/bin/gmetric-*`; do command $FILE; done >/dev/null 2>&1" end Host Configuration Management with Chef
  • 58. { "opsworks": { "data_bags": { "myapp": { "mysql": { "username": "default-user", "password": "default-pass" } } } } } mything = data_bag_item("myapp", "mysql") Chef::Log.info("username: #{mything['username']}") Host Configuration Management with Chef Recipe Custom JSON
  • 61. Rolling deploys with zero downtime Perform host management as part of a deploy Deploy applications in any language on any Operating System Deploy to any instance: AWS or on-premises Treat all environments the same Launched in 2014 AWS CodeDeploy
  • 62. appspec.yml Example version: 0.0 os: linux files: - source: / destination: /var/www/html permissions: - object: /var/www/html pattern: “*.html” owner: root group: root mode: 755 hooks: ApplicationStop: - location: scripts/deregister_from_elb.sh BeforeInstall: - location: scripts/install_dependencies.sh ApplicationStart: - location: scripts/start_httpd.sh ValidateService: - location: scripts/test_site.sh - location: scripts/register_with_elb.sh
  • 63. appspec.yml Example version: 0.0 os: linux files: - source: / destination: /var/www/html permissions: - object: /var/www/html pattern: “*.html” owner: root group: root mode: 755 hooks: ApplicationStop: - location: scripts/deregister_from_elb.sh BeforeInstall: - location: scripts/install_dependencies.sh ApplicationStart: - location: scripts/start_httpd.sh ValidateService: - location: scripts/test_site.sh - location: scripts/register_with_elb.sh • Remove/Add instance to ELB • Install dependency packages • Start Apache • Confirm successful deploy • More! • Send application files to one directory and configuration files to another • Set specific permissions on specific directories & files
  • 64. Choose deployment speed & group v2 v2 v2 v2 v2 v2 one at a time half at a time all at once v2 v2 v2 v1 v1 v1 v2 v1 v1 v1 v1 v1 Agent Agent Dev Deployment group OR Prod Deployment group Agent AgentAgent Agent Agent Agent
  • 65. Deploy! aws deploy create-deployment --application-name MyApp --deployment-group-name TargetGroup --s3-location bucket=MyBucket,key=MyApp.zip AWS CLI & SDKs AWS Console AWS CodePipeline CI / CD Partners GitHub
  • 67. CloudFormation + OpsWorks + CodeDeploy! • Create/update/manage AWS resources configuration and properties with CloudFormation • You can configure OpsWorks and CodeDeploy via CloudFormation • Use OpsWorks for ongoing tweaks to software/configuration of host based applications and the operating system • You can configure and deploy CodeDeploy’s agent with OpsWorks • Use CodeDeploy to deploy your applications and their configurations
  • 68. CloudFormation + OpsWorks + CodeDeploy! • Your CloudFormation templates and Chef cookbooks should go in their own repositories • Include appspec.yml file and related scripts in your application’s code repositories • Every commit should cause an execution of your continuous delivery pipeline to lint, validate and/or test • Use each related service’s CLI/console/APIs to update or deploy as necessary
  • 69. AWS Resources Operating System and Host Configuration Application Configuration Amazon Virtual Private Cloud (VPC) Amazon Elastic Compute Cloud (EC2) AWS Identity and Access Management (IAM) Amazon Relational Database Service (RDS) Amazon Simple Storage Service (S3) AWS CodePipeline … Windows Registry Linux Networking OpenSSH LDAP AD Domain Registration Centralized logging System Metrics Deployment agents Host monitoring … Application dependencies Application configuration Service registration Management scripts Database credentials … AWS CloudFormation AWS OpsWorks AWS CodeDeploy
  • 70. AWS Resources Operating System and Host Configuration Application Configuration Amazon Virtual Private Cloud (VPC) Amazon Elastic Compute Cloud (EC2) AWS Identity and Access Management (IAM) Amazon Relational Database Service (RDS) Amazon Simple Storage Service (S3) AWS CodePipeline … Windows Registry Linux Networking OpenSSH LDAP AD Domain Registration Centralized logging System Metrics Deployment agents Host monitoring … Application dependencies Application configuration Service registration Management scripts Database credentials … AWS CloudFormation AWS OpsWorks AWS CodeDeploy allOfThis == $Code
  • 71. Resources to learn more: • CloudFormation • https://aws.amazon.com/cloudformation/ • https://aws.amazon.com/documentation/cloudformation/ • https://aws.amazon.com/cloudformation/aws-cloudformation-templates/ • OpsWorks • https://aws.amazon.com/opsworks/ • https://aws.amazon.com/documentation/opsworks/ • https://github.com/aws/opsworks-cookbooks • CodeDeploy • https://aws.amazon.com/codedeploy/ • https://aws.amazon.com/documentation/codedeploy/ • https://github.com/awslabs/aws-codedeploy-samples But wait, there’s more!