aws lambda: event-driven code in the cloud - amazon s3and... · aws lambda: event-driven code in...

36
©2015, Amazon Web Services, Inc. or its affiliates. All rights reserved AWS Lambda: Event-driven Code in the Cloud Dean Bryen, Solutions Architect – AWS Andrew Wheat, Senior Software Engineer - BBC April 15, 2015 | London, UK

Upload: dophuc

Post on 11-Jun-2018

228 views

Category:

Documents


0 download

TRANSCRIPT

©2015,  Amazon  Web  Services,  Inc.  or  its  affiliates.  All  rights  reserved

AWS Lambda: Event-driven Code in the Cloud

Dean Bryen, Solutions Architect – AWS Andrew Wheat, Senior Software Engineer - BBC

April 15, 2015 | London, UK

Our customers had some relatively simple problems

Maybe only 10 lines of code

Think thumbnailing of an image or

Validating the format of an address

That were solved with pretty complicated solutions

Scaling Queuing

Deployment Monitoring Logging Patching

Instance upgrades

What if every AWS service could generate events?

What if you could react to those events in a really simple way?

Event-Driven Compute in the Cloud

Lambda functions: Stateless, request-driven code execution •  Triggered by events in other services:

•  PUT to an Amazon S3 bucket •  Write to an Amazon DynamoDB table •  Record in an Amazon Kinesis stream •  Amazon SNS Message received •  Changes in Amazon Cognito data

•  Makes it easy to… •  Transform data as it reaches the cloud •  Perform data-driven auditing, analysis, and notification •  Kick off workflows

AWS Lambda – General Availability

•  Larger default limits –  100 concurrent executions –  1,000 invokes per second –  Increases available via AWS customer service

•  Preview label removed –  Updated API based on feedback during preview –  Multiple Lambda functions per Kinesis stream

Data Triggers: Amazon S3

Amazon S3 Bucket Events AWS Lambda

Original image Thumbnailed image

1

2

3

Data Triggers – Amazon Simple Notification Service

Lambda Function SNS CloudWatch Metric

Data Triggers – Amazon Cognito

Lambda Function Cognito

Data Triggers: Amazon DynamoDB

AWS Lambda Amazon DynamoDB Table and Stream

Send SNS Push notifications

Update another table

Data Triggers – Amazon Kinesis

IoT Device

Kinesis Lambda DynamoDB

Dynamic content generation based on incoming news text

and images

Real time log processing for

prediction analytics

Thumbnailing installation site photos

for mobile use

Real time processing and recording of inbound traffic from

a range of social media platforms

Large scale distributed search across blog

content

Operational analytics and real

time troubleshooting

Mobile Compute

Mobile Compute: Building Backends with Lambda

•  Request/Response •  AWS Mobile SDK •  Easy Personalization …for devices …for end users

AWS Lambda Mobile App

Event-Driven Compute in the Cloud and for Devices

•  Request / response –  Create instantly scalable backends for mobile apps –  Run stateless computations for web apps without servers –  Build cloud-based IoT ecosystems using C/C++ libraries –  Complements the existing asynchronous functionality

AWS Mobile SDK

•  Build high quality mobile apps quickly and easily. •  AWS Lambda now available in:

–  AWS mobile SDK for Android

–  AWS iOS mobile SDK

Easy Personalization

Which device is she using?

?

Which end user is this?

?

Key Benefits

No Infrastructure to Manage Automatically Scaling

Fine Grained Pricing Bring Your Own Code

Demo: Synchronous functions with AWS Lambda

What We *Didn’t* Have to Do:

•  Provision software or hardware infrastructure •  Plan capacity •  Understand fault tolerance boundaries •  Write code to scale up and out •  Implement monitoring •  Update operating systems or language runtimes •  …

Using AWS Lambda

Calling Lambda Functions

•  Call from mobile or web apps –  Wait for a response or send an event and continue –  AWS SDK, AWS Mobile SDK, REST API, CLI

•  Send events from Amazon S3 or SNS: –  One event per Lambda invocation, 3 attempts

•  Process DynamoDB changes or Amazon Kinesis records as events: –  Ordered model with multiple records per event –  Unlimited retries (until data expires)

Writing Lambda Functions

•  The Basics –  Stock node.js –  AWS SDK comes built in and ready to use –  Lambda handles inbound traffic

•  Stateless –  Use S3, DynamoDB, or other Internet storage for persistent data –  Don’t expect affinity to the infrastructure (you can’t “log in to the box”)

•  Familiar –  Use processes, threads, /tmp, sockets, … –  Bring your own libraries, even native ones

AWS Lambda or EC2 / ECS?

AWS Lambda •  Request-driven •  Prioritizes ease of use –

one OS, default hardware choice

•  AWS owns and manages the infrastructure

•  Implicit scaling; just make requests

Amazon EC2 and ECS •  Infrastructure rental •  Flexible – choose

instance type, OS, language, …

•  You own and configure the infrastructure

•  Scale by provisioning instances or containers

Java

•  You can already call Java programs from Lambda functions today… –  Java and other languages are automatically included in your

filesystem view…don’t wait to start using them! –  Freezing ensures you don’t pay repeatedly for JVM boot

•  We’ll make this even easier with built-in support for AWS Lambda functions written in Java.

©2015,  Amazon  Web  Services,  Inc.  or  its  affiliates.  All  rights  reserved

AWS Lambda

•  36bn minutes of video watched in 2012 •  Increased a lot in the last two years

Media Services

•  Part of BBC Digital •  Existed before 2011, Perl system •  24 Olympics 2012 live video streams •  September 2013 14h for delivery to 30 minutes •  August 2014 30 minutes for delivery to 3

minutes

Simulcast •  24/7 adaptive bitrate streaming, without interruption

•  25 continuous video streams •  70 continuous radio streams •  30 temporary radio streams •  24 temporary video streams How does my app know where to find the content?

Radio and Video Manifests

•  Over 20,000 files •  Highly cacheable as they change

about once a month

•  Edit by hand? No way! •  Set of scripts that grew over time •  Error Prone •  Not reproducible

AWS Lambda

•  Configuration is uploaded from SVN to S3 •  S3 Notifies Lambda •  Lambda reads the file from S3 and produces each of the 20,000 files •  Lambda puts the resulting files in a different bucket which the CDN

references

Micro Services & Continuous Delivery

•  100+ small components •  Build, test, deploy, test, deploy •  Heavier Java components take 30 minutes for deployment •  Lighter JavaScript Lambda components take 3 minutes

Summary

•  Java based require EC2 •  Lambda is another micro service deployment tool •  Quick •  You have probably made use of it

Three Next Steps

1. Go to the AWS console to create and test your first Lambda function. The first 1M requests each month are on us! 2. Use the AWS Mobile SDK and Lambda to quickly create an instantly scalable mobile app. 3. Use AWS Lambda to add custom logic to S3, DynamoDB, SNS, Kinesis, or Cognito events…no servers required!

LONDON