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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
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Deep Dive into AWS SAM and AWS SAM CLI
Chris Munns
Principal Developer Advocate
AWS Serverless
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
About me:
Chris Munns - munns@amazon.com, @chrismunns
– Principal Developer Advocate - Serverless
– New Yorker
– Previously:
• AWS Business Development Manager – DevOps, July ’15 - Feb ‘17
• AWS Solutions Architect Nov, 2011- Dec 2014
• Formerly on operations teams @Etsy and @Meetup
• Little time at a hedge fund, Xerox and a few other startups
– Rochester Institute of Technology: Applied Networking and Systems
Administration ’05
– Internet infrastructure geek
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
https://secure.flickr.com/photos/mgifford/4525333972
Why are we
here today?
Meet
SAM!
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS Serverless Application Model (SAM)
AWS CloudFormation extension optimized for
serverless
Special serverless resource types: functions, APIs,
tables, Layers and Applications
Supports anything AWS CloudFormation supports
Open specification (Apache 2.0)
https://aws.amazon.com/serverless/sam
NEW!
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
Serverless applications
Services (anything)
Changes in
data state
Requests to
endpoints
Changes in
resource state
Event source Function
Node.js
Python
Java
C#
Go
Ruby
Runtime APINEW!
SAM Template
AWSTemplateFormatVersion: '2010-09-09’
Transform: AWS::Serverless-2016-10-31
Resources:
GetHtmlFunction:
Type: AWS::Serverless::Function
Properties:
CodeUri: s3://sam-demo-bucket/todo_list.zip
Handler: index.gethtml
Runtime: nodejs6.10
Policies: AmazonDynamoDBReadOnlyAccess
Events:
GetHtml:
Type: Api
Properties:
Path: /{proxy+}
Method: ANY
ListTable:
Type: AWS::Serverless::SimpleTable
SAM Template
Tells AWS CloudFormation this is a SAM
template it needs to “transform”
Creates a AWS Lambda function with
the referenced managed AWS IAM
policy, runtime, code at the referenced
zip location, and handler as defined.
Also creates an Amazon API Gateway
and takes care of all
mapping/permissions necessary
Creates a Amazon DynamoDB table with
5 Read & Write units
AWSTemplateFormatVersion: '2010-09-09’
Transform: AWS::Serverless-2016-10-31
Resources:
GetHtmlFunction:
Type: AWS::Serverless::Function
Properties:
CodeUri: s3://sam-demo-bucket/todo_list.zip
Handler: index.gethtml
Runtime: nodejs6.10
Policies: AmazonDynamoDBReadOnlyAccess
Events:
GetHtml:
Type: Api
Properties:
Path: /{proxy+}
Method: ANY
ListTable:
Type: AWS::Serverless::SimpleTable
https://github.com/awslabs/aws-serverless-samfarm/blob/master/api/saml.yaml
<-THIS
BECOMES THIS->
AWS SAM Templates
AWS SAM Template Properties
Handler: index.js
Runtime: nodejs4.3
CodeUri: 's3://my-code-bucket/my-function.zip'
Description: Creates thumbnails of uploaded
images
MemorySize: 1024
Timeout: 15
Policies: AmazonS3FullAccess
Environment:
Variables:
TABLE_NAME: my-table
Events:
PhotoUpload:
Type: S3
Properties:
Bucket: my-photo-bucket
Tracing: Active|PassThrough
Tags:
AppNameTag: ThumbnailApp
DepartmentNameTag: ThumbnailDepartmentFrom SAM Version 2016-10-31
AWS::Serverless::Function
AWS::Serverless::Api
AWS::Serverless::SimpleTable
AWS::Serverless::LayerVersion
AWS::Serverless::Application
AWS SAM Template Properties
StageName: prod
DefinitionUri: swagger.yml
CacheClusterEnabled: true
CacheClusterSize: 28.4
EndpointConfiguration: REGIONAL
Variables:
VarName: VarValue
From SAM Version 2016-10-31
AWS::Serverless::Function
AWS::Serverless::Api
AWS::Serverless::SimpleTable
AWS::Serverless::LayerVersion
AWS::Serverless::Application
AWS SAM Template Properties
PrimaryKey:
Name: id
Type: String
ProvisionedThroughput:
ReadCapacityUnits: 5
WriteCapacityUnits: 5
Tags:
Department: Engineering
AppType: Serverless
SSESpecification:
SSEEnabled: true
From SAM Version 2016-10-31
AWS::Serverless::Function
AWS::Serverless::Api
AWS::Serverless::SimpleTable
AWS::Serverless::LayerVersion
AWS::Serverless::Application
AWS SAM Template Properties
Properties:
LayerName: MyLayer
Description: Layer description
ContentUri: 's3://my-bucket/my-
layer.zip'
CompatibleRuntimes:
- nodejs6.10
- nodejs8.10
LicenseInfo: 'Available under the
MIT-0 license.'
RetentionPolicy: Retain
From SAM Version 2016-10-31
AWS::Serverless::Function
AWS::Serverless::Api
AWS::Serverless::SimpleTable
AWS::Serverless::LayerVersion
AWS::Serverless::Application
NEW!
AWS SAM Template Properties
Resources:
MyApplication:
Properties:
Location:
ApplicationId:
'arn:aws:serverlessrepo:us-east-
1:012345678901:applications/my-
application'
SemanticVersion: 1.0.0
Parameters:
StringParameter: parameter-value
IntegerParameter: 2
From SAM Version 2016-10-31
AWS::Serverless::Function
AWS::Serverless::Api
AWS::Serverless::SimpleTable
AWS::Serverless::LayerVersion
AWS::Serverless::Application
NEW!
Note: Events are a map of string to Event Source
Object
Event Source Objects have the following structure:
Type:
Properties:
For Example:
Events:
MyEventName:
Type: S3
Properties:
Bucket: my-photo-bucket
AWS::Serverless::Function Event source types
S3
SNS
Kinesis | DynamoDB
Api
Schedule
CloudWatchEvent
IoTRule
AlexaSkill
From SAM Version 2016-10-31
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
{
"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" ] }
}
}
}
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
{
"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
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
{
"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" ] }
}
}
}
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
HEADERS
PARAMETERS
MAPPINGS
RESOURCES
OUTPUTS
CONDITIONALS
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS SAM Template Capabilities
• Can mix in other non-SAM CloudFormation
resources in the same template
• i.e. Amazon S3, Amazon Kinesis, AWS Step
Functions
• Supports use of Parameters, Mappings, Outputs, etc
• Supports Intrinsic Functions
• Can use ImportValue
(exceptions for RestApiId, Policies, StageName
attributes)
• YAML or JSON
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS Lambda Environment Variables
• Key-value pairs that you can dynamically pass to
your function
• Available via standard environment variable APIs
such as process.env for Node.js or os.environ for
Python
• Can optionally be encrypted via AWS Key
Management Service (KMS)
• Allows you to specify in IAM what roles have access to
the keys to decrypt the information
• Useful for creating environments per stage (i.e. dev,
testing, production)
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
Amazon API Gateway Stage Variables
• Stage variables act like environment variables
• Use stage variables to store configuration values
• Stage variables are available in the $context
object
• Values are accessible from most fields in API
Gateway
• Lambda function ARN
• HTTP endpoint
• Custom authorizer function name
• Parameter mappings
AWS Lambda and Amazon API Gateway Variables +
AWS SAM
Parameters:
MyEnvironment:
Type: String
Default: testing
AllowedValues:
- testing
- staging
- prod
Description: Environment of this stack of
resources
Mappings:
SpecialFeature1:
testing:
status: on
staging:
status: on
prod:
status: off
#Lambda
MyFunction:
Type: 'AWS::Serverless::Function'
Properties:
…
Environment:
Variables:
ENVIRONMENT: !Ref: MyEnvironment
Spec_Feature1: !FindInMap [SpecialFeature1,
!Ref MyEnvironment, status]
…
#API Gateway
MyApiGatewayApi:
Type: AWS::Serverless::Api
Properties:
…
Variables:
ENVIRONMENT: !Ref: MyEnvironment
Parameters:
MyEnvironment:
Type: String
Default: testing
AllowedValues:
- testing
- staging
- prod
Description: Environment of this stack of
resources
Mappings:
SpecialFeature1:
testing:
status: on
staging:
status: on
prod:
status: off
#Lambda
MyFunction:
Type: 'AWS::Serverless::Function'
Properties:
…
Environment:
Variables:
ENVIRONMENT: !Ref: MyEnvironment
Spec_Feature1: !FindInMap [SpecialFeature1,
!Ref MyEnvironment, status]
…
#API Gateway
MyApiGatewayApi:
Type: AWS::Serverless::Api
Properties:
…
Variables:
ENVIRONMENT: !Ref: MyEnvironment
AWS Lambda and Amazon API Gateway Variables +
AWS SAM
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
Stage Variables and AWS Lambda Aliases
Using Stage Variables in API Gateway together with Lambda function Aliases you
can manage a single API configuration and Lambda function for multiple
environment stages
myLambdaFunction
1
2
3 = prod
4
5
6 = beta
7
8 = dev
My First API
Stage variable = lambdaAlias
Prod
lambdaAlias = prod
Beta
lambdaAlias = beta
Dev
lambdaAlias = dev
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS Lambda Alias Traffic Shifting
myLambdaFunction
1
2
3 = prod
4
5
6 = prod 5%
My First API
Stage variable = lambdaAlias
Prod
lambdaAlias = prod
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS SAM + Safe Deployments
MyLambdaFunction:
Type: AWS::Serverless::Function
Properties:
Handler: index.handler
Runtime: nodejs6.10
AutoPublishAlias: !Ref ENVIRONMENT
DeploymentPreference:
Type: Linear10PercentEvery10Minutes
Alarms:
# A list of alarms that you want to monitor
- !Ref AliasErrorMetricGreaterThanZeroAlarm
- !Ref LatestVersionErrorMetricGreaterThanZeroAlarm
Hooks:
# Validation Lambda functions that are run before & after traffic shifting
PreTraffic: !Ref PreTrafficLambdaFunction
PostTraffic: !Ref PostTrafficLambdaFunction
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS SAM + Safe Deployments
MyLambdaFunction:
Type: AWS::Serverless::Function
Properties:
Handler: index.handler
Runtime: nodejs6.10
AutoPublishAlias: !Ref ENVIRONMENT
DeploymentPreference:
Type: Linear10PercentEvery10Minutes
Alarms:
# A list of alarms that you want to monitor
- !Ref AliasErrorMetricGreaterThanZeroAlarm
- !Ref LatestVersionErrorMetricGreaterThanZeroAlarm
Hooks:
# Validation Lambda functions that are run before & after traffic shifting
PreTraffic: !Ref PreTrafficLambdaFunction
PostTraffic: !Ref PostTrafficLambdaFunction
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS Lambda Alias Traffic Shifting & AWS SAM
AutoPublishAlias
By adding this property and specifying an alias
name, AWS SAM will do the following:
• Detect when new code is being deployed
based on changes to the Lambda function's
Amazon S3 URI.
• Create and publish an updated version of
that function with the latest code.
• Create an alias with a name you provide
(unless an alias already exists) and points
to the updated version of the Lambda
function.
Deployment Preference Type
Canary10Percent30Minutes
Canary10Percent5Minutes
Canary10Percent10Minutes
Canary10Percent15Minutes
Linear10PercentEvery10Minutes
Linear10PercentEvery1Minute
Linear10PercentEvery2Minutes
Linear10PercentEvery3Minutes
AllAtOnce
In SAM:
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS Lambda Alias Traffic Shifting & AWS SAM
Alarms: # A list of alarms that you want to monitor
- !Ref AliasErrorMetricGreaterThanZeroAlarm
- !Ref LatestVersionErrorMetricGreaterThanZeroAlarm
Hooks: # Validation Lambda functions that are run before & after
traffic shifting
PreTraffic: !Ref PreTrafficLambdaFunction
PostTraffic: !Ref PostTrafficLambdaFunction
Note: You can specify a maximum of 10 alarms
In SAM:
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS Lambda Alias Traffic Shifting
myLambdaFunction
1
...
6 = prod
My First API
Stage variable = lambdaAlias
Prod
lambdaAlias = prod
Globals:
Function:
Runtime: nodejs6.10
CodeUri: s3://code-artifacts/pet_app1234.zip
MemorySize: 1024
Timeout: 30
AutoPublishAlias: !Ref ENVIRONMENT
getDogsFunction:
Type: AWS::Serverless::Function
Properties:
Handler: getdogs.handler
Events:
GetDogs:
Type: Api
Properties:
Path: /Dogs
Method: ANY
getCatsFunction:
Type: AWS::Serverless::Function
Properties:
Handler: getCats.handler
Events:
GetCats:
Type: Api
Properties:
Path: /Cats
Method: ANY
getBirdsFunction:
Type: AWS::Serverless::Function
Properties:
Handler: getBirds.handler
Timeout: 15
Events:
GetBirds:
Type: Api
Properties:
Path: /Birds
Method: ANY
AWS SAM Globals
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS SAM Policy Templates
MyQueueFunction:
Type: AWS::Serverless::Function
Properties:
...
Policies:
# Gives permissions to poll an SQS Queue
- SQSPollerPolicy:
queueName: !Ref MyQueue
...
MyQueue:
Type: AWS::SQS::Queue
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
SAM Policy Templates
45+ predefined policies
All found here:
https://bit.ly/2xWycnj
Beyond the
Template
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS SAM Command Line Interface (AWS SAM CLI)
CLI tool for local development, debugging, testing,
deploying, and monitoring of serverless applications
Supports API Gateway “proxy-style” and Lambda service
API testing
Response object and function logs available on your local
machine
Uses open source docker-lambda images to mimic
Lambda’s execution environment such as timeout, memory
limits, runtimes
Can tail production logs from CloudWatch logs
Can help you build in native dependencies
https://aws.amazon.com/serverless/sam
NEW!
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
AWS SAM CLI - Commands
• build: Install dependencies
• deploy: Deploy an AWS SAM application. This is an alias for ‘aws cloudformation
deploy’
• init: Initialize a serverless application
• local:
– generate-event: You can use this command to generate sample payloads from different
event sources
– invoke: Invokes a local Lambda function once
– start-api: Sets up a local endpoint you can use to test your API
– start-lambda: Starts a local endpoint you can use to invoke your local Lambda functions
• logs: Fetch logs for a function
• package: Package an AWS SAM application. This is an alias for ‘aws cloudformation
package'
• publish: Publish a packaged AWS SAM template to the AWS Serverless Application
Repository
• validate: Validate an AWS SAM template
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
DEMO!
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
SAM Translator
• In 2018 rewritten and open
sourced!
• Python based
• PRs get merged into SAM
and then Lambda team will
refresh the translator
service periodically
• Integration back to SAM
CLI means SAM CLI
keeps up to date more
easily now
• What other resources can
be SAM-ified?
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
SAM Translator
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
With the AWS Serverless Application Repository:
Developers can…
• Discover and deploy ready-made apps and
code samples
• Combine applications in the app repository with
their own via Nested Applications (NEW)
• Customize open-source apps to get started
quickly
• Share apps privately or publish apps
for public use
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
Launched via AWS
Serverless Application
Repository
parent relationship
”nested” Serverless
Application Stack
”root” Serverless
Application Stack
”nested” Serverless
Application Stack
”nested” Serverless
Application Stack
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
DEMO!
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
aws.amazon.com/serverless/sam
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
aws.amazon.com/serverless
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
Chris Munns
munns@amazon.com
@chrismunnshttps://www.flickr.com/photos/theredproject/3302110152/
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
?
https://secure.flickr.com/photos/dullhunk/202872717/

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Deep Dive into AWS SAM: re:Invent 2018 Recap at the AWS Loft - San Francisco

  • 1. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved Pop-up Loft Deep Dive into AWS SAM and AWS SAM CLI Chris Munns Principal Developer Advocate AWS Serverless
  • 2. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved About me: Chris Munns - munns@amazon.com, @chrismunns – Principal Developer Advocate - Serverless – New Yorker – Previously: • AWS Business Development Manager – DevOps, July ’15 - Feb ‘17 • AWS Solutions Architect Nov, 2011- Dec 2014 • Formerly on operations teams @Etsy and @Meetup • Little time at a hedge fund, Xerox and a few other startups – Rochester Institute of Technology: Applied Networking and Systems Administration ’05 – Internet infrastructure geek
  • 3. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved https://secure.flickr.com/photos/mgifford/4525333972 Why are we here today?
  • 5. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS Serverless Application Model (SAM) AWS CloudFormation extension optimized for serverless Special serverless resource types: functions, APIs, tables, Layers and Applications Supports anything AWS CloudFormation supports Open specification (Apache 2.0) https://aws.amazon.com/serverless/sam NEW!
  • 6. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved Serverless applications Services (anything) Changes in data state Requests to endpoints Changes in resource state Event source Function Node.js Python Java C# Go Ruby Runtime APINEW!
  • 7. SAM Template AWSTemplateFormatVersion: '2010-09-09’ Transform: AWS::Serverless-2016-10-31 Resources: GetHtmlFunction: Type: AWS::Serverless::Function Properties: CodeUri: s3://sam-demo-bucket/todo_list.zip Handler: index.gethtml Runtime: nodejs6.10 Policies: AmazonDynamoDBReadOnlyAccess Events: GetHtml: Type: Api Properties: Path: /{proxy+} Method: ANY ListTable: Type: AWS::Serverless::SimpleTable
  • 8. SAM Template Tells AWS CloudFormation this is a SAM template it needs to “transform” Creates a AWS Lambda function with the referenced managed AWS IAM policy, runtime, code at the referenced zip location, and handler as defined. Also creates an Amazon API Gateway and takes care of all mapping/permissions necessary Creates a Amazon DynamoDB table with 5 Read & Write units AWSTemplateFormatVersion: '2010-09-09’ Transform: AWS::Serverless-2016-10-31 Resources: GetHtmlFunction: Type: AWS::Serverless::Function Properties: CodeUri: s3://sam-demo-bucket/todo_list.zip Handler: index.gethtml Runtime: nodejs6.10 Policies: AmazonDynamoDBReadOnlyAccess Events: GetHtml: Type: Api Properties: Path: /{proxy+} Method: ANY ListTable: Type: AWS::Serverless::SimpleTable
  • 10. AWS SAM Template Properties Handler: index.js Runtime: nodejs4.3 CodeUri: 's3://my-code-bucket/my-function.zip' Description: Creates thumbnails of uploaded images MemorySize: 1024 Timeout: 15 Policies: AmazonS3FullAccess Environment: Variables: TABLE_NAME: my-table Events: PhotoUpload: Type: S3 Properties: Bucket: my-photo-bucket Tracing: Active|PassThrough Tags: AppNameTag: ThumbnailApp DepartmentNameTag: ThumbnailDepartmentFrom SAM Version 2016-10-31 AWS::Serverless::Function AWS::Serverless::Api AWS::Serverless::SimpleTable AWS::Serverless::LayerVersion AWS::Serverless::Application
  • 11. AWS SAM Template Properties StageName: prod DefinitionUri: swagger.yml CacheClusterEnabled: true CacheClusterSize: 28.4 EndpointConfiguration: REGIONAL Variables: VarName: VarValue From SAM Version 2016-10-31 AWS::Serverless::Function AWS::Serverless::Api AWS::Serverless::SimpleTable AWS::Serverless::LayerVersion AWS::Serverless::Application
  • 12. AWS SAM Template Properties PrimaryKey: Name: id Type: String ProvisionedThroughput: ReadCapacityUnits: 5 WriteCapacityUnits: 5 Tags: Department: Engineering AppType: Serverless SSESpecification: SSEEnabled: true From SAM Version 2016-10-31 AWS::Serverless::Function AWS::Serverless::Api AWS::Serverless::SimpleTable AWS::Serverless::LayerVersion AWS::Serverless::Application
  • 13. AWS SAM Template Properties Properties: LayerName: MyLayer Description: Layer description ContentUri: 's3://my-bucket/my- layer.zip' CompatibleRuntimes: - nodejs6.10 - nodejs8.10 LicenseInfo: 'Available under the MIT-0 license.' RetentionPolicy: Retain From SAM Version 2016-10-31 AWS::Serverless::Function AWS::Serverless::Api AWS::Serverless::SimpleTable AWS::Serverless::LayerVersion AWS::Serverless::Application NEW!
  • 14. AWS SAM Template Properties Resources: MyApplication: Properties: Location: ApplicationId: 'arn:aws:serverlessrepo:us-east- 1:012345678901:applications/my- application' SemanticVersion: 1.0.0 Parameters: StringParameter: parameter-value IntegerParameter: 2 From SAM Version 2016-10-31 AWS::Serverless::Function AWS::Serverless::Api AWS::Serverless::SimpleTable AWS::Serverless::LayerVersion AWS::Serverless::Application NEW!
  • 15. Note: Events are a map of string to Event Source Object Event Source Objects have the following structure: Type: Properties: For Example: Events: MyEventName: Type: S3 Properties: Bucket: my-photo-bucket AWS::Serverless::Function Event source types S3 SNS Kinesis | DynamoDB Api Schedule CloudWatchEvent IoTRule AlexaSkill From SAM Version 2016-10-31
  • 16. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved { "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" ] } } } }
  • 17. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved { "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
  • 18. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved { "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" ] } } } } 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 HEADERS PARAMETERS MAPPINGS RESOURCES OUTPUTS CONDITIONALS
  • 19. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS SAM Template Capabilities • Can mix in other non-SAM CloudFormation resources in the same template • i.e. Amazon S3, Amazon Kinesis, AWS Step Functions • Supports use of Parameters, Mappings, Outputs, etc • Supports Intrinsic Functions • Can use ImportValue (exceptions for RestApiId, Policies, StageName attributes) • YAML or JSON
  • 20. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS Lambda Environment Variables • Key-value pairs that you can dynamically pass to your function • Available via standard environment variable APIs such as process.env for Node.js or os.environ for Python • Can optionally be encrypted via AWS Key Management Service (KMS) • Allows you to specify in IAM what roles have access to the keys to decrypt the information • Useful for creating environments per stage (i.e. dev, testing, production)
  • 21. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved Amazon API Gateway Stage Variables • Stage variables act like environment variables • Use stage variables to store configuration values • Stage variables are available in the $context object • Values are accessible from most fields in API Gateway • Lambda function ARN • HTTP endpoint • Custom authorizer function name • Parameter mappings
  • 22. AWS Lambda and Amazon API Gateway Variables + AWS SAM Parameters: MyEnvironment: Type: String Default: testing AllowedValues: - testing - staging - prod Description: Environment of this stack of resources Mappings: SpecialFeature1: testing: status: on staging: status: on prod: status: off #Lambda MyFunction: Type: 'AWS::Serverless::Function' Properties: … Environment: Variables: ENVIRONMENT: !Ref: MyEnvironment Spec_Feature1: !FindInMap [SpecialFeature1, !Ref MyEnvironment, status] … #API Gateway MyApiGatewayApi: Type: AWS::Serverless::Api Properties: … Variables: ENVIRONMENT: !Ref: MyEnvironment
  • 23. Parameters: MyEnvironment: Type: String Default: testing AllowedValues: - testing - staging - prod Description: Environment of this stack of resources Mappings: SpecialFeature1: testing: status: on staging: status: on prod: status: off #Lambda MyFunction: Type: 'AWS::Serverless::Function' Properties: … Environment: Variables: ENVIRONMENT: !Ref: MyEnvironment Spec_Feature1: !FindInMap [SpecialFeature1, !Ref MyEnvironment, status] … #API Gateway MyApiGatewayApi: Type: AWS::Serverless::Api Properties: … Variables: ENVIRONMENT: !Ref: MyEnvironment AWS Lambda and Amazon API Gateway Variables + AWS SAM
  • 24. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved Stage Variables and AWS Lambda Aliases Using Stage Variables in API Gateway together with Lambda function Aliases you can manage a single API configuration and Lambda function for multiple environment stages myLambdaFunction 1 2 3 = prod 4 5 6 = beta 7 8 = dev My First API Stage variable = lambdaAlias Prod lambdaAlias = prod Beta lambdaAlias = beta Dev lambdaAlias = dev
  • 25. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS Lambda Alias Traffic Shifting myLambdaFunction 1 2 3 = prod 4 5 6 = prod 5% My First API Stage variable = lambdaAlias Prod lambdaAlias = prod
  • 26. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS SAM + Safe Deployments MyLambdaFunction: Type: AWS::Serverless::Function Properties: Handler: index.handler Runtime: nodejs6.10 AutoPublishAlias: !Ref ENVIRONMENT DeploymentPreference: Type: Linear10PercentEvery10Minutes Alarms: # A list of alarms that you want to monitor - !Ref AliasErrorMetricGreaterThanZeroAlarm - !Ref LatestVersionErrorMetricGreaterThanZeroAlarm Hooks: # Validation Lambda functions that are run before & after traffic shifting PreTraffic: !Ref PreTrafficLambdaFunction PostTraffic: !Ref PostTrafficLambdaFunction
  • 27. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS SAM + Safe Deployments MyLambdaFunction: Type: AWS::Serverless::Function Properties: Handler: index.handler Runtime: nodejs6.10 AutoPublishAlias: !Ref ENVIRONMENT DeploymentPreference: Type: Linear10PercentEvery10Minutes Alarms: # A list of alarms that you want to monitor - !Ref AliasErrorMetricGreaterThanZeroAlarm - !Ref LatestVersionErrorMetricGreaterThanZeroAlarm Hooks: # Validation Lambda functions that are run before & after traffic shifting PreTraffic: !Ref PreTrafficLambdaFunction PostTraffic: !Ref PostTrafficLambdaFunction
  • 28. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS Lambda Alias Traffic Shifting & AWS SAM AutoPublishAlias By adding this property and specifying an alias name, AWS SAM will do the following: • Detect when new code is being deployed based on changes to the Lambda function's Amazon S3 URI. • Create and publish an updated version of that function with the latest code. • Create an alias with a name you provide (unless an alias already exists) and points to the updated version of the Lambda function. Deployment Preference Type Canary10Percent30Minutes Canary10Percent5Minutes Canary10Percent10Minutes Canary10Percent15Minutes Linear10PercentEvery10Minutes Linear10PercentEvery1Minute Linear10PercentEvery2Minutes Linear10PercentEvery3Minutes AllAtOnce In SAM:
  • 29. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS Lambda Alias Traffic Shifting & AWS SAM Alarms: # A list of alarms that you want to monitor - !Ref AliasErrorMetricGreaterThanZeroAlarm - !Ref LatestVersionErrorMetricGreaterThanZeroAlarm Hooks: # Validation Lambda functions that are run before & after traffic shifting PreTraffic: !Ref PreTrafficLambdaFunction PostTraffic: !Ref PostTrafficLambdaFunction Note: You can specify a maximum of 10 alarms In SAM:
  • 30. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS Lambda Alias Traffic Shifting myLambdaFunction 1 ... 6 = prod My First API Stage variable = lambdaAlias Prod lambdaAlias = prod
  • 31. Globals: Function: Runtime: nodejs6.10 CodeUri: s3://code-artifacts/pet_app1234.zip MemorySize: 1024 Timeout: 30 AutoPublishAlias: !Ref ENVIRONMENT getDogsFunction: Type: AWS::Serverless::Function Properties: Handler: getdogs.handler Events: GetDogs: Type: Api Properties: Path: /Dogs Method: ANY getCatsFunction: Type: AWS::Serverless::Function Properties: Handler: getCats.handler Events: GetCats: Type: Api Properties: Path: /Cats Method: ANY getBirdsFunction: Type: AWS::Serverless::Function Properties: Handler: getBirds.handler Timeout: 15 Events: GetBirds: Type: Api Properties: Path: /Birds Method: ANY AWS SAM Globals
  • 32. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS SAM Policy Templates MyQueueFunction: Type: AWS::Serverless::Function Properties: ... Policies: # Gives permissions to poll an SQS Queue - SQSPollerPolicy: queueName: !Ref MyQueue ... MyQueue: Type: AWS::SQS::Queue
  • 33. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved SAM Policy Templates 45+ predefined policies All found here: https://bit.ly/2xWycnj
  • 35. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS SAM Command Line Interface (AWS SAM CLI) CLI tool for local development, debugging, testing, deploying, and monitoring of serverless applications Supports API Gateway “proxy-style” and Lambda service API testing Response object and function logs available on your local machine Uses open source docker-lambda images to mimic Lambda’s execution environment such as timeout, memory limits, runtimes Can tail production logs from CloudWatch logs Can help you build in native dependencies https://aws.amazon.com/serverless/sam NEW!
  • 36. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved AWS SAM CLI - Commands • build: Install dependencies • deploy: Deploy an AWS SAM application. This is an alias for ‘aws cloudformation deploy’ • init: Initialize a serverless application • local: – generate-event: You can use this command to generate sample payloads from different event sources – invoke: Invokes a local Lambda function once – start-api: Sets up a local endpoint you can use to test your API – start-lambda: Starts a local endpoint you can use to invoke your local Lambda functions • logs: Fetch logs for a function • package: Package an AWS SAM application. This is an alias for ‘aws cloudformation package' • publish: Publish a packaged AWS SAM template to the AWS Serverless Application Repository • validate: Validate an AWS SAM template
  • 37. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
  • 38. DEMO!
  • 39. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved SAM Translator • In 2018 rewritten and open sourced! • Python based • PRs get merged into SAM and then Lambda team will refresh the translator service periodically • Integration back to SAM CLI means SAM CLI keeps up to date more easily now • What other resources can be SAM-ified?
  • 40. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved SAM Translator
  • 41. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved
  • 42. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved With the AWS Serverless Application Repository: Developers can… • Discover and deploy ready-made apps and code samples • Combine applications in the app repository with their own via Nested Applications (NEW) • Customize open-source apps to get started quickly • Share apps privately or publish apps for public use
  • 43. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved Launched via AWS Serverless Application Repository parent relationship ”nested” Serverless Application Stack ”root” Serverless Application Stack ”nested” Serverless Application Stack ”nested” Serverless Application Stack
  • 44. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved DEMO!
  • 45. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved aws.amazon.com/serverless/sam
  • 46. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved aws.amazon.com/serverless
  • 47. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved Chris Munns munns@amazon.com @chrismunnshttps://www.flickr.com/photos/theredproject/3302110152/
  • 48. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved ? https://secure.flickr.com/photos/dullhunk/202872717/