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© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Olivier Klein 奧樂凱
Senior Solutions Architect, AWS
1st September 2016
AWS Lambda
Event-Driven Code for Devices and the Cloud
13 Regions
35 Availability Zones
59 Edge Locations
Continuous Expansion
AWS Global Infrastructure
13 Regions
35 Availability Zones
59 Edge Locations
Continuous Expansion
AWS Global Infrastructure
New!
New!
AWS Lambda
Auto Scaling
Focus on business
logic, not
infrastructure.
Zero Administration
Lambda scales
the infrastructure
to match the
event rate
Your Own Code
“Run your code highly-available in the cloud in response to events and scale
without any servers to manage”
Write your own code
in JavaScript, Java or
Python
No Infrastructure to Manage
Focus on business logic, not infrastructure
Upload your code; AWS Lambda handles
• Capacity
• Scaling
• Deployment
• Monitoring
• Logging
• Web service front end
• Security patching
Automatic Scaling
Lambda scales to match the event rate
Don’t worry about over or under
provisioning
Pay only for what you use
New app or successful app, Lambda
matches your scale
Fine-Grained Pricing
Free Tier
1M requests and 400,000 GBs
of compute.
Every month, every customer.
Compute time in 100ms increments
Low request charge
No hourly, daily or monthly
minimums
No per-device fees
Never pay for idle!
AWS Lambda – Event Driven Compute
Stateless code called Lambda functions
Invoke Lambda functions straight from
your browser or even your mobile app
Trigger functions by events (state
transitions) in other services:
• New file in S3
• New item in DynamoDB
• New message in your Kinesis stream
Amazon
Kinesis
AWS Lambda
Amazon
S3
Amazon
DynamoDB
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 continues to grow.
Amazon
Config
Analytics
• Operational management
• Live Dashboards
Data workflows
• Content management
• ETL workflows
Interactive Backends
• Bots
• Webhooks
Autonomous IT
• Policy engines
• Infrastructure management
Multiple Application Types using AWS Lambda
Hello World!
How to build application backends?
Back-end logic DatabaseMobile
How to build application backends even better?
AWS
Lambda
Amazon API
Gateway
Amazon
DynamoDB
Microservice
Amazon API Gateway
Fully managed and scalable RESTful
API gateway service
Powered by our content delivery
network via 59 global edge locations
Provides DDoS protection and
throttling capabilities
Multiple API stages which you define
(e.g. dev, test, prod)
AWS Lambda
Amazon API
Gateway
Amazon EC2
AWS API
On-prem server
When to choose API Gateway vs. Direct SDK?
• Amazon API Gateway adds an additional layer
between your app users and your logic and
data stores in order to:
• Back-end logic can be interchanged without app
modifications (important for native mobile app)
• Ability to throttle individual users or requests
• Protect against DDoS attacks including
counterfeit requests (Layer 7) and SYN floods
(Layer 3)
• Provides a caching layer for your calls
• Enables CORS for all AWS service for web apps
Introducing Chalice
Serverless micro-
framework for AWS
Deploy APIs quickly via
AWS Lambda and
Amazon API Gateway
github.com/awslabs/chalice
$ chalice new-project helloworld
$ cat helloworld/app.py
from chalice import Chalice
app = Chalice(app_name="helloworld")
@app.route("/")
def index():
return {"hello": "world"}
$ chalice deploy
...
Your app is available at:
https://endpoint/dev
$ curl https://endpoint/dev
{"hello": "world"}
AWS Lambda
Simple API with Chalice
Amazon API
Gateway
Python (Chalice)
Postman
Test
Build /
Deploy
How to get the web app to the browser?
?
Storage and Delivery of the App
Amazon S3
Amazon
CloudFront
Amazon S3
• Highly available object storage
• Designed for 99.999999999% durability
• Offers HTTP / HTTPS endpoint to objects
Amazon CloudFront
• Content Delivery Network with 59 edge
locations across the world
• Caches content on edge locations for low
latency
Amazon S3
Amazon
CloudFrontBrowser
But Lambda is stateless, where to store data?
Amazon DynamoDB
• Schemaless Data Model
• Seamless scalability
• No storage or throughput limits
• Consistent low latency performance
• High durability and availability
• Replicated across 3 facilities
DynamoDB
table
items
attributes
Fully Managed NoSQL Database Service
Serverless App Architecture
JavaScript SDK
Browser
Amazon
S3
Amazon
CloudFront
AWS Lambda
Amazon
DynamoDB
Amazon API
Gateway
Any other AWS
Services (e.g. SNS,
SES, ElastiCache etc.)
Serverless with AWS
AWS
Lambda
Amazon API
Gateway
Amazon S3Amazon
CloudFront
Browser
Can I keep different versions of my
Lambda function?
Versioning
Immutable versions of functions
Per version configuration
Per version Cloudwatch metrics
Cloudwatch Logs contain version
attribute
Aliases to “label” a version release
$LATEST contains latest code
$LATEST(95) STABLE TESTING
94 V
93 V
92
Update Alias to Deploy
$LATEST(95) STABLE TESTING
94 V V
93
92
Update Alias to Deploy
API Stages
API Gateway Stage Variables
API Gateway Stage Variables
API Gateway Lambda Custom Domain
/prod/Resources FunctionName:stable https://api.example.com
/dev/Resources FunctionName:$LATEST https://dev.example.com
/qa/Resources FunctionName:qa https://qa.example.com
Pin your environment with stage variables
A few last Best Practices!
Best Practices for Lambda functions
Memory
• CPU proportional to memory
• Increasing =memory makes your code
execute faster (if CPU bound)
Timeout
• Increasing timeout allows for longer
functions, but more wait in case of
errors
Understand container re-use
• Cold Start, Warm Start, Hot Start
• If start time is crucial, create a
scheduled function to keep the
Lambda function “warm”
Be aware of safety throttles
• AWS Lambda has a safety throttle of
100 concurrent function invocations
• Can be raised to any limit via our
support team
Thank you!
Olivier Klein 奧樂凱
Senior Solutions Architect, AWS
1st September 2016

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AWS Lambda: Event-driven Code for Devices and the Cloud

  • 1. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Olivier Klein 奧樂凱 Senior Solutions Architect, AWS 1st September 2016 AWS Lambda Event-Driven Code for Devices and the Cloud
  • 2. 13 Regions 35 Availability Zones 59 Edge Locations Continuous Expansion AWS Global Infrastructure
  • 3. 13 Regions 35 Availability Zones 59 Edge Locations Continuous Expansion AWS Global Infrastructure New! New!
  • 4. AWS Lambda Auto Scaling Focus on business logic, not infrastructure. Zero Administration Lambda scales the infrastructure to match the event rate Your Own Code “Run your code highly-available in the cloud in response to events and scale without any servers to manage” Write your own code in JavaScript, Java or Python
  • 5. No Infrastructure to Manage Focus on business logic, not infrastructure Upload your code; AWS Lambda handles • Capacity • Scaling • Deployment • Monitoring • Logging • Web service front end • Security patching
  • 6. Automatic Scaling Lambda scales to match the event rate Don’t worry about over or under provisioning Pay only for what you use New app or successful app, Lambda matches your scale
  • 7. Fine-Grained Pricing Free Tier 1M requests and 400,000 GBs of compute. Every month, every customer. Compute time in 100ms increments Low request charge No hourly, daily or monthly minimums No per-device fees Never pay for idle!
  • 8. AWS Lambda – Event Driven Compute Stateless code called Lambda functions Invoke Lambda functions straight from your browser or even your mobile app Trigger functions by events (state transitions) in other services: • New file in S3 • New item in DynamoDB • New message in your Kinesis stream Amazon Kinesis AWS Lambda Amazon S3 Amazon DynamoDB
  • 9. 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 continues to grow. Amazon Config
  • 10. Analytics • Operational management • Live Dashboards Data workflows • Content management • ETL workflows Interactive Backends • Bots • Webhooks Autonomous IT • Policy engines • Infrastructure management Multiple Application Types using AWS Lambda
  • 12. How to build application backends? Back-end logic DatabaseMobile
  • 13. How to build application backends even better? AWS Lambda Amazon API Gateway Amazon DynamoDB Microservice
  • 14. Amazon API Gateway Fully managed and scalable RESTful API gateway service Powered by our content delivery network via 59 global edge locations Provides DDoS protection and throttling capabilities Multiple API stages which you define (e.g. dev, test, prod) AWS Lambda Amazon API Gateway Amazon EC2 AWS API On-prem server
  • 15. When to choose API Gateway vs. Direct SDK? • Amazon API Gateway adds an additional layer between your app users and your logic and data stores in order to: • Back-end logic can be interchanged without app modifications (important for native mobile app) • Ability to throttle individual users or requests • Protect against DDoS attacks including counterfeit requests (Layer 7) and SYN floods (Layer 3) • Provides a caching layer for your calls • Enables CORS for all AWS service for web apps
  • 16. Introducing Chalice Serverless micro- framework for AWS Deploy APIs quickly via AWS Lambda and Amazon API Gateway github.com/awslabs/chalice $ chalice new-project helloworld $ cat helloworld/app.py from chalice import Chalice app = Chalice(app_name="helloworld") @app.route("/") def index(): return {"hello": "world"} $ chalice deploy ... Your app is available at: https://endpoint/dev $ curl https://endpoint/dev {"hello": "world"}
  • 17. AWS Lambda Simple API with Chalice Amazon API Gateway Python (Chalice) Postman Test Build / Deploy
  • 18. How to get the web app to the browser? ?
  • 19. Storage and Delivery of the App Amazon S3 Amazon CloudFront Amazon S3 • Highly available object storage • Designed for 99.999999999% durability • Offers HTTP / HTTPS endpoint to objects Amazon CloudFront • Content Delivery Network with 59 edge locations across the world • Caches content on edge locations for low latency
  • 21. But Lambda is stateless, where to store data?
  • 22. Amazon DynamoDB • Schemaless Data Model • Seamless scalability • No storage or throughput limits • Consistent low latency performance • High durability and availability • Replicated across 3 facilities DynamoDB table items attributes Fully Managed NoSQL Database Service
  • 23. Serverless App Architecture JavaScript SDK Browser Amazon S3 Amazon CloudFront AWS Lambda Amazon DynamoDB Amazon API Gateway Any other AWS Services (e.g. SNS, SES, ElastiCache etc.)
  • 24. Serverless with AWS AWS Lambda Amazon API Gateway Amazon S3Amazon CloudFront Browser
  • 25. Can I keep different versions of my Lambda function?
  • 26. Versioning Immutable versions of functions Per version configuration Per version Cloudwatch metrics Cloudwatch Logs contain version attribute Aliases to “label” a version release $LATEST contains latest code
  • 27. $LATEST(95) STABLE TESTING 94 V 93 V 92 Update Alias to Deploy
  • 28. $LATEST(95) STABLE TESTING 94 V V 93 92 Update Alias to Deploy
  • 30. API Gateway Stage Variables
  • 31. API Gateway Stage Variables
  • 32. API Gateway Lambda Custom Domain /prod/Resources FunctionName:stable https://api.example.com /dev/Resources FunctionName:$LATEST https://dev.example.com /qa/Resources FunctionName:qa https://qa.example.com Pin your environment with stage variables
  • 33. A few last Best Practices!
  • 34. Best Practices for Lambda functions Memory • CPU proportional to memory • Increasing =memory makes your code execute faster (if CPU bound) Timeout • Increasing timeout allows for longer functions, but more wait in case of errors Understand container re-use • Cold Start, Warm Start, Hot Start • If start time is crucial, create a scheduled function to keep the Lambda function “warm” Be aware of safety throttles • AWS Lambda has a safety throttle of 100 concurrent function invocations • Can be raised to any limit via our support team
  • 35. Thank you! Olivier Klein 奧樂凱 Senior Solutions Architect, AWS 1st September 2016