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© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Vishal Singh, Senior Product Manager, AWS Lambda
5/22/2017
Building Serverless Web Applications
What to expect from the session
• Concepts
• Design patterns
• Tooling
AWS Lambda Concepts
Benefits of Lambda
No servers to provision
or manage
Scales with usage
Never pay for idle Availability and fault
tolerance built in
Never pay for Idle
EVENT DRIVEN CONTINUOUS SCALING PAY BY USAGE
Function versioning and aliases
• Versions = immutable copies of
code + configuration
• Aliases = mutable pointers to
versions
• Each version/alias gets its own
ARN
• Enables rollbacks, staged
promotions, “locked” behavior for
client
Lambda Function
Version $LATEST
Lambda Function
Version 123
Lambda Function
DEV Alias
Lambda Function
BETA Alias
Lambda Function
PROD Alias
Lambda Environment Variables
• Key-value pairs
• Available via standard environment variable
access, such as process.env, or os.environ
• Can optionally be encrypted via AWS KMS
Common Lambda Use Cases
Web
Applications
• Static websites
• Complex web
apps
• Packages for
Flask and
Express
Data
Processing
• Real time
• MapReduce
• Batch
Chatbots
• Powering
chatbot logic
Backends
• Apps &
services
• Mobile
• IoT
</></>
Amazon
Alexa
• Powering
voice-enabled
apps
• Alexa Skills
Kit
Autonomous
IT
• Policy engines
• Extending
AWS services
• Infrastructure
management
Amazon API Gateway Concepts
Unify multiple microservices
under single API front-end
Authenticate and
Authorize Requests
Throttling and DDoS Protection
Amazon API Gateway
Amazon EC2 Instances
Lambda Functions
Other AWS Services
API Gateway
On Premise Servers
/v1/user /v1/user/image
Unified API
SIGv4 Lambda Custom Auth
{ }
API Keys
• Invoke with Caller Credentials
• AWS Identity and Access
Management (IAM) Roles
• Amazon Cognito
• Per Method Authorization
• OAuth
• On Premise Authentication
• Custom built auth
• Usage Plans
• Quotas per API Key
• Throttling per API Key
• Per Method Authorization
Auth
Throttling / DDoS / Scaling
DDoS Protection
• Layer 7 and Layer 3 Protection
• Cloudfront in front of API Gateway
Throttling
• Usage Plans
• Quotas per API Key
• Throttling per API Key
Scaling
• Auto Scaling
• Caching Layer
API Gateway Stage Variables
• Stage variables act like environment variables
• Use stage variables to store configuration values
• Stage variables are available in the $context object
• Values are accessible from most fields in API Gateway
• Lambda Function ARN
• HTTP endpoint
• Custom authorizer function name
• Parameter mappings
Design Patterns
Monolithic Application
Drawbacks of Monolithic Architecture
Hard to Iterate Fast CI/CD Time ConsumingHard to Scale Efficiently
Reliability Challenges
Benefits of Microservices Architecture
Increased Agility Easy to Scale Improved Innovation
Reduced Human Errors
Monolithic Serverless Web Application
Monolithic - What does it look like?
GET /pets
PUT /pets
DELETE /pets
GET /describe/pet/$id
PUT /describe/pet/$id
EVENT DRIVEN ONE LARGE LAMBDA FUNCTION
Monolithic - Pros and Cons
• Single Handler
• Handles all GET/PUT/POST/UPDATE/DELETE
• Very Large Lambda Function
• Have to build a routing mechanism
• Larger blast radius
Cons:
Pros:
• Sometimes its easier to comprehend a less
distributed system
• Deployments “could” be faster
How can we make this better?
Moving from Monolithic to Microservices Architecture
Microservices ArchitectureMonolithic
Microservices Serverless Web Application
Microservices - What does it look like?
EVENT DRIVEN ONE LAMBDA PER HTTP METHOD
GET /pets
PUT /pets
DELETE /pets
GET /describe/pet/$id
PUT /describe/pet/$id
Microservices - Pros and Cons
• Can be harder to debug (X-ray can help with this!)
• Multiple Lambda Functions to Manage (Use SAM!!!!)
Cons:
Pros:
• Easier for teams to work Autonomously
• Separation of components
• Fine grained deployments (Integration testing is important)
• Can be easier to debug
• Agile
What does it look like put together?
Amazon
S3
Amazon
API Gateway
S3 stores all of your static
content: CSS, JS, Images, etc.
API Gateway handles all of
your application routing.
Lambda runs all of the logic
behind your website. Such as
a Create/Read/Update/Delete
service.
How do I manage it?
MEET SAM
USE SAM TO BUILD TEMPLATES THAT DEFINE
YOUR SERVERLESS APPLICATIONS
DEPLOY YOUR SAM TEMPLATE
WITH AWS CLOUDFORMATION
AWS Serverless Application Model (SAM)
AWS CloudFormation extension optimized
for serverless
New serverless resource types: functions,
APIs, and tables
Supports anything CloudFormation supports
Open specification (Apache 2.0)
AWSTemplateFormatVersion: '2010-09-09'
Resources:
GetHtmlFunctionGetHtmlPermissionProd:
Type: AWS::Lambda::Permission
Properties:
Action: lambda:invokeFunction
Principal: apigateway.amazonaws.com
FunctionName:
Ref: GetHtmlFunction
SourceArn:
Fn::Sub: arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:${ServerlessRestApi}/Prod/ANY/*
ServerlessRestApiProdStage:
Type: AWS::ApiGateway::Stage
Properties:
DeploymentId:
Ref: ServerlessRestApiDeployment
RestApiId:
Ref: ServerlessRestApi
StageName: Prod
ListTable:
Type: AWS::DynamoDB::Table
Properties:
ProvisionedThroughput:
WriteCapacityUnits: 5
ReadCapacityUnits: 5
AttributeDefinitions:
- AttributeName: id
AttributeType: S
KeySchema:
- KeyType: HASH
AttributeName: id
GetHtmlFunction:
Type: AWS::Lambda::Function
Properties:
Handler: index.gethtml
Code:
S3Bucket: flourish-demo-bucket
S3Key: todo_list.zip
Role:
Fn::GetAtt:
- GetHtmlFunctionRole
- Arn
Runtime: nodejs4.3
GetHtmlFunctionRole:
Type: AWS::IAM::Role
Properties:
ManagedPolicyArns:
- arn:aws:iam::aws:policy/AmazonDynamoDBReadOnlyAccess
- arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole
AssumeRolePolicyDocument:
Version: '2012-10-17'
Statement:
- Action:
- sts:AssumeRole
Effect: Allow
Principal:
Service:
- lambda.amazonaws.com
ServerlessRestApiDeployment:
Type: AWS::ApiGateway::Deployment
Properties:
RestApiId:
Ref: ServerlessRestApi
Description: 'RestApi deployment id: 127e3fb91142ab1ddc5f5446adb094442581a90d'
StageName: Stage
GetHtmlFunctionGetHtmlPermissionTest:
Type: AWS::Lambda::Permission
Properties:
Action: lambda:invokeFunction
Principal: apigateway.amazonaws.com
FunctionName:
Ref: GetHtmlFunction
SourceArn:
Fn::Sub: arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:${ServerlessRestApi}/*/ANY/*
ServerlessRestApi:
Type: AWS::ApiGateway::RestApi
Properties:
Body:
info:
version: '1.0'
title:
Ref: AWS::StackName
paths:
"/{proxy+}":
x-amazon-apigateway-any-method:
x-amazon-apigateway-integration:
httpMethod: ANY
type: aws_proxy
uri:
Fn::Sub: arn:aws:apigateway:${AWS::Region}:lambda:path/2015-03-
31/functions/${GetHtmlFunction.Arn}/invocations
responses: {}
swagger: '2.0'
CloudFormation Template
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: nodejs4.3
Policies: AmazonDynamoDBReadOnlyAccess
Events:
GetHtml:
Type: Api
Properties:
Path: /{proxy+}
Method: ANY
ListTable:
Type: AWS::Serverless::SimpleTable
Frameworks
Chalice
ClaudiaJS
var ApiBuilder = require('claudia-api-builder')
var api = new ApiBuilder();
module.exports = api;
api.get('/hello', function () {
return 'hello world';
});
app.js
$ claudia create --region us-east-1 --api-module app
Chalice
from chalice import Chalice
app = Chalice(app_name="helloworld")
@app.route("/")
def index():
return {"hello": "world"}
app.py
$ deploy
Your chalice application is available at: https://endpoint/dev
Wrap-Up
Things to remember:
• AWS SAM (Serverless Application Model)
• Helps you define your entire Serverless application
• Lots of frameworks out there to help you get started
quickly
• ClaudiaJS, Zappa, Sparta, Apex, Chalice, aws-
serverless-express, Lambada, Serverless Framework
• If you’re just getting started, Start small!
• If you have questions, don’t be afraid to ask, the
community around Serverless is fantastic!
Q & A
Thank you for attending!

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Building Serverless Web Applications - May 2017 AWS Online Tech Talks

  • 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Vishal Singh, Senior Product Manager, AWS Lambda 5/22/2017 Building Serverless Web Applications
  • 2. What to expect from the session • Concepts • Design patterns • Tooling
  • 4. Benefits of Lambda No servers to provision or manage Scales with usage Never pay for idle Availability and fault tolerance built in
  • 5. Never pay for Idle EVENT DRIVEN CONTINUOUS SCALING PAY BY USAGE
  • 6. Function versioning and aliases • Versions = immutable copies of code + configuration • Aliases = mutable pointers to versions • Each version/alias gets its own ARN • Enables rollbacks, staged promotions, “locked” behavior for client Lambda Function Version $LATEST Lambda Function Version 123 Lambda Function DEV Alias Lambda Function BETA Alias Lambda Function PROD Alias
  • 7. Lambda Environment Variables • Key-value pairs • Available via standard environment variable access, such as process.env, or os.environ • Can optionally be encrypted via AWS KMS
  • 8. Common Lambda Use Cases Web Applications • Static websites • Complex web apps • Packages for Flask and Express Data Processing • Real time • MapReduce • Batch Chatbots • Powering chatbot logic Backends • Apps & services • Mobile • IoT </></> Amazon Alexa • Powering voice-enabled apps • Alexa Skills Kit Autonomous IT • Policy engines • Extending AWS services • Infrastructure management
  • 10. Unify multiple microservices under single API front-end Authenticate and Authorize Requests Throttling and DDoS Protection Amazon API Gateway
  • 11. Amazon EC2 Instances Lambda Functions Other AWS Services API Gateway On Premise Servers /v1/user /v1/user/image Unified API
  • 12. SIGv4 Lambda Custom Auth { } API Keys • Invoke with Caller Credentials • AWS Identity and Access Management (IAM) Roles • Amazon Cognito • Per Method Authorization • OAuth • On Premise Authentication • Custom built auth • Usage Plans • Quotas per API Key • Throttling per API Key • Per Method Authorization Auth
  • 13. Throttling / DDoS / Scaling DDoS Protection • Layer 7 and Layer 3 Protection • Cloudfront in front of API Gateway Throttling • Usage Plans • Quotas per API Key • Throttling per API Key Scaling • Auto Scaling • Caching Layer
  • 14. API Gateway Stage Variables • Stage variables act like environment variables • Use stage variables to store configuration values • Stage variables are available in the $context object • Values are accessible from most fields in API Gateway • Lambda Function ARN • HTTP endpoint • Custom authorizer function name • Parameter mappings
  • 17. Drawbacks of Monolithic Architecture Hard to Iterate Fast CI/CD Time ConsumingHard to Scale Efficiently Reliability Challenges
  • 18. Benefits of Microservices Architecture Increased Agility Easy to Scale Improved Innovation Reduced Human Errors
  • 20. Monolithic - What does it look like? GET /pets PUT /pets DELETE /pets GET /describe/pet/$id PUT /describe/pet/$id EVENT DRIVEN ONE LARGE LAMBDA FUNCTION
  • 21. Monolithic - Pros and Cons • Single Handler • Handles all GET/PUT/POST/UPDATE/DELETE • Very Large Lambda Function • Have to build a routing mechanism • Larger blast radius Cons: Pros: • Sometimes its easier to comprehend a less distributed system • Deployments “could” be faster
  • 22. How can we make this better?
  • 23. Moving from Monolithic to Microservices Architecture Microservices ArchitectureMonolithic
  • 25. Microservices - What does it look like? EVENT DRIVEN ONE LAMBDA PER HTTP METHOD GET /pets PUT /pets DELETE /pets GET /describe/pet/$id PUT /describe/pet/$id
  • 26. Microservices - Pros and Cons • Can be harder to debug (X-ray can help with this!) • Multiple Lambda Functions to Manage (Use SAM!!!!) Cons: Pros: • Easier for teams to work Autonomously • Separation of components • Fine grained deployments (Integration testing is important) • Can be easier to debug • Agile
  • 27. What does it look like put together? Amazon S3 Amazon API Gateway S3 stores all of your static content: CSS, JS, Images, etc. API Gateway handles all of your application routing. Lambda runs all of the logic behind your website. Such as a Create/Read/Update/Delete service.
  • 28. How do I manage it? MEET SAM USE SAM TO BUILD TEMPLATES THAT DEFINE YOUR SERVERLESS APPLICATIONS DEPLOY YOUR SAM TEMPLATE WITH AWS CLOUDFORMATION
  • 29. AWS Serverless Application Model (SAM) AWS CloudFormation extension optimized for serverless New serverless resource types: functions, APIs, and tables Supports anything CloudFormation supports Open specification (Apache 2.0)
  • 30. AWSTemplateFormatVersion: '2010-09-09' Resources: GetHtmlFunctionGetHtmlPermissionProd: Type: AWS::Lambda::Permission Properties: Action: lambda:invokeFunction Principal: apigateway.amazonaws.com FunctionName: Ref: GetHtmlFunction SourceArn: Fn::Sub: arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:${ServerlessRestApi}/Prod/ANY/* ServerlessRestApiProdStage: Type: AWS::ApiGateway::Stage Properties: DeploymentId: Ref: ServerlessRestApiDeployment RestApiId: Ref: ServerlessRestApi StageName: Prod ListTable: Type: AWS::DynamoDB::Table Properties: ProvisionedThroughput: WriteCapacityUnits: 5 ReadCapacityUnits: 5 AttributeDefinitions: - AttributeName: id AttributeType: S KeySchema: - KeyType: HASH AttributeName: id GetHtmlFunction: Type: AWS::Lambda::Function Properties: Handler: index.gethtml Code: S3Bucket: flourish-demo-bucket S3Key: todo_list.zip Role: Fn::GetAtt: - GetHtmlFunctionRole - Arn Runtime: nodejs4.3 GetHtmlFunctionRole: Type: AWS::IAM::Role Properties: ManagedPolicyArns: - arn:aws:iam::aws:policy/AmazonDynamoDBReadOnlyAccess - arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole AssumeRolePolicyDocument: Version: '2012-10-17' Statement: - Action: - sts:AssumeRole Effect: Allow Principal: Service: - lambda.amazonaws.com ServerlessRestApiDeployment: Type: AWS::ApiGateway::Deployment Properties: RestApiId: Ref: ServerlessRestApi Description: 'RestApi deployment id: 127e3fb91142ab1ddc5f5446adb094442581a90d' StageName: Stage GetHtmlFunctionGetHtmlPermissionTest: Type: AWS::Lambda::Permission Properties: Action: lambda:invokeFunction Principal: apigateway.amazonaws.com FunctionName: Ref: GetHtmlFunction SourceArn: Fn::Sub: arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:${ServerlessRestApi}/*/ANY/* ServerlessRestApi: Type: AWS::ApiGateway::RestApi Properties: Body: info: version: '1.0' title: Ref: AWS::StackName paths: "/{proxy+}": x-amazon-apigateway-any-method: x-amazon-apigateway-integration: httpMethod: ANY type: aws_proxy uri: Fn::Sub: arn:aws:apigateway:${AWS::Region}:lambda:path/2015-03- 31/functions/${GetHtmlFunction.Arn}/invocations responses: {} swagger: '2.0' CloudFormation Template
  • 31. 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: nodejs4.3 Policies: AmazonDynamoDBReadOnlyAccess Events: GetHtml: Type: Api Properties: Path: /{proxy+} Method: ANY ListTable: Type: AWS::Serverless::SimpleTable
  • 33. ClaudiaJS var ApiBuilder = require('claudia-api-builder') var api = new ApiBuilder(); module.exports = api; api.get('/hello', function () { return 'hello world'; }); app.js $ claudia create --region us-east-1 --api-module app
  • 34. Chalice from chalice import Chalice app = Chalice(app_name="helloworld") @app.route("/") def index(): return {"hello": "world"} app.py $ deploy Your chalice application is available at: https://endpoint/dev
  • 35. Wrap-Up Things to remember: • AWS SAM (Serverless Application Model) • Helps you define your entire Serverless application • Lots of frameworks out there to help you get started quickly • ClaudiaJS, Zappa, Sparta, Apex, Chalice, aws- serverless-express, Lambada, Serverless Framework • If you’re just getting started, Start small! • If you have questions, don’t be afraid to ask, the community around Serverless is fantastic!
  • 36. Q & A Thank you for attending!