building serverless backends - meetupfiles.meetup.com/1744630/serverless_building serverless... ·...
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![Page 1: Building Serverless Backends - Meetupfiles.meetup.com/1744630/Serverless_Building Serverless... · 2016-08-15 · Ceci Deng, Software Development Engineer, AWS Lambda July 26th, 2016](https://reader033.vdocument.in/reader033/viewer/2022042218/5ec467c5bc24016ad7623493/html5/thumbnails/1.jpg)
© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Vyom Nagrani, Manager Product Management, AWS Lambda
Ceci Deng, Software Development Engineer, AWS Lambda
July 26th, 2016
Building Serverless BackendsUsing AWS Lambda and Amazon API Gateway
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Agenda
Intro to Lambda
Intro to API Gateway
Intro to Serverless + Demo
Features and Functionality
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Everybody knows this 3-tier web app diagram
https://d0.awsstatic.com/whitepapers/AWS_Serverless_Multi-Tier_Architectures.pdf
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Here is what that translates to in real life
http://media.amazonwebservices.com/architecturecenter/AWS_ac_ra_web_01.pdf
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AWS Compute offerings
Service
Unit of scale
Level of
abstraction
VM
EC2
H/W
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AZ 1 AZ 2
AZ 3
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AWS Compute offerings
Server
Guest OS
Bins/Libs Bins/Libs
App2App1
instance
Server
Guest OS
Bins/Libs Bins/libs
App2App1
Service
Unit of scale
Level of
abstraction
App
ECS
OS
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AWS Compute offerings
Service
Unit of scale
Level of
abstraction
Function
Lambda
Runtime
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AWS Lambda: Run code in response to events
Lambda functions: Stateless, trigger-based code execution
Triggered by events:
• Direct Sync and Async API calls
• AWS Service integrations
• 3rd party triggers
• And many more …
Makes it easy to:
• Perform data-driven auditing, analysis, and notification
• Build back-end services that perform at scale
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Multiple Application Types using AWS Lambda
Analytics
• Operational management
• Live Dashboards
Data workflows
• Content management
• ETL workflows
Interactive Backends
• Bots
• Webhooks
Autonomous IT
• Policy engines
• Infrastructure management
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Cost-effective and
efficient
No Infrastructure
to manage
Pay only for what you use
Bring Your
Own Code
Productivity focused compute platform to build powerful, dynamic, modular
applications in the cloud
Run code in standard
languages
Focus on business logic
Benefits of AWS Lambda
1 2 3
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Applications Components for Serverless apps
EVENT SOURCE FUNCTION SERVICES (ANYTHING)
Changes in
data state
Requests to
endpoints
Changes in
resource state
Node
Python
Java
… more coming soon
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Amazon
S3
Amazon
DynamoDB
Amazon
Kinesis
AWS
CloudFormation
AWS
CloudTrail
Amazon
CloudWatch
Amazon
SNS
Amazon
SES
Amazon
API Gateway
Amazon
Cognito
AWS
IoT
Amazon
Alexa
Cron events
DATA STORES ENDPOINTS
REPOSITORIES EVENT/MESSAGE SERVICES
Event Sources that integrate with AWS Lambda
… and the list will continue to grow!
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API Gateway to manage your REST endpoints
Build, Deploy, and Manage APIs
Throttling rules per HTTP method
Cache with customizable keys
Multiple API versions and stages
Generate client SDKs
Dashboard for visual monitoring
Flexible authorization model
API Keys for 3rd party developers
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Benefits of API Gateway for web/mobile apps
Low cost and efficient
Performance at any
scale
DDoS protection and
throttling
Streamline API
development
Authenticate and
authorize requests
Create RESTful
Endpoints
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API Gateway + Lambda = Frontend + Backend
Internet
Mobile Apps
Websites
Services
API
Gateway
AWS
Endpoints on
Amazon EC2
Any other publicly
accessible endpointAmazon
CloudWatch
Monitoring
Amazon
CloudFront
AWS Lambda
functions
API Gateway
Cache
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Updated Real-world Serverless Architecture
https://s3.amazonaws.com/awslambda-reference-architectures/web-app/lambda-refarch-webapp.pdf
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Live Demo
Building a Serverless Web App
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Demo site: A simple Serverless CRUD backend
http://squirrelbin.com/
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Attaching Lambda functions to RESTful HTTP Endpoints
• 1:1 Mapping: Every API call triggers a stateless Lambda function
• Add caching to API calls to return a cached response instead for duplicate requests
• API Gateway concepts: An API is defined as a set of resources and methods
• Resource: A logical entity that can be accessed within an API
• Method: The combination of a resource path and an HTTP verb such as GET/POST
• Automatic Scaling: Both API Gateway and Lambda scale automatically with calls
• Safety throttle of 100 concurrent Lambda functions, can be increased by AWS Support Center
• User defined standard-rate limit and a burst-rate limit per second for each API method
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Best practices for creating Lambda functions
• Memory: CPU proportional to the memory configured
• Increasing memory makes your code execute faster (if CPU bound)
• Timeout: Increasing timeout allows for longer functions, but more wait in case of errors
• Retries: For API Gateway, Lambda doesn’t retry the function execution, but the
Gateway generated SDKs retry throttled requests
• Permission model: API Gateway synchronously triggers Lambda, so assign API
Gateway a resource policy to invoke Lambda.
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Monitoring and Debugging Lambda functions
• Console Dashboard
• Lists all Lambda functions
• Easy editing of resources,
event sources and other
settings
• At-a-glance metrics
• Metrics in CloudWatch
• Requests
• Errors
• Latency
• Throttles
• Logging in CloudWatch Logs
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Using API Gateway Input/Output Transforms
Filter output results
• Remove private/unnecessary data
• Filter dataset size to improve API
performance
Translate between client-backend
• Convert GET query string
parameters to body for POST
• Talk XML to API user-interface but
JSON to Lambda
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Managing different versions of your API stack
• Operate multiple API versions and
multiple stages for each version
simultaneously
• Clone an existing API to start working
on the next major version
• Set up custom domain names to point
directly to a stage
• Version Lambda functions, and
associate API stage with Lambda
function version alias
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Authorization – AWS Signature Version 4
lambdaHandler
Sigv4
Invoke with
caller credentials
Service calls are
authorized using
the IAM Role
API GatewayClient AWS Lambda DynamoDB
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Authorization – Custom authorizers in Lambda
Client
Lambda Auth
function
API Gateway
OAuth token
OAuth
provider
Policy is
evaluated
Policy is
cached
Endpoints on
Amazon EC2
Any other publicly
accessible endpoint
AWS Lambda
functions
403
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Three Next Steps
1. Check out http://squirrelbin.com/
2. Try out the “Serverless Web-App Reference Architecture” at
https://github.com/awslabs/lambda-refarch-webapp/
3. Build your own custom web-app using the AWS Lambda
blueprints at https://console.aws.amazon.com/lambda
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In case you didn’t guess …
We’re hiring!
Email [email protected]
<shameless-pitch>
</shameless-pitch>
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Thank You!
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√
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