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USE CASES FOR SERVERLESSUSE CASES FOR SERVERLESS
TECHNOLOGIESTECHNOLOGIES
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NICE TO MEET YOUNICE TO MEET YOU
Ruslan TolstovRuslan Tolstov
Ruby Developer at MLSDevRuby Developer at MLSDev
https://bit.ly/2Ul3L33
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AGENDAAGENDA
What is serverless?
How serverless works?
Providers
AWS Lambda
AWS API Gateway
Serverless Frameworks
Cons
Prices
Use cases
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WHAT IS SERVERLESS?WHAT IS SERVERLESS?
Serverless architecture replaces long-running virtual machines with ephemeral computeServerless architecture replaces long-running virtual machines with ephemeral compute
power that comes into existence on request and disappears immediately after usepower that comes into existence on request and disappears immediately after use
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TRADITIONAL ARCHITECTURETRADITIONAL ARCHITECTURE
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TRADITIONAL ARCHITECTURETRADITIONAL ARCHITECTURE
Set up server
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TRADITIONAL ARCHITECTURETRADITIONAL ARCHITECTURE
Set up server
OS
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TRADITIONAL ARCHITECTURETRADITIONAL ARCHITECTURE
Set up server
OS
DB
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TRADITIONAL ARCHITECTURETRADITIONAL ARCHITECTURE
Set up server
OS
DB
Hardware updates
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TRADITIONAL ARCHITECTURETRADITIONAL ARCHITECTURE
Set up server
OS
DB
Hardware updates
Soft updates
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TRADITIONAL ARCHITECTURETRADITIONAL ARCHITECTURE
Set up server
OS
DB
Hardware updates
Soft updates
Scaling
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TRADITIONAL ARCHITECTURETRADITIONAL ARCHITECTURE
Set up server
OS
DB
Hardware updates
Soft updates
Scaling
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MICROSERVICE ARCHITECTUREMICROSERVICE ARCHITECTURE
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MICROSERVICE ARCHITECTUREMICROSERVICE ARCHITECTURE
We need DevOps
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SERVERLESS ARCHITECTURESERVERLESS ARCHITECTURE
Function-as-a-Service(FaaS)Function-as-a-Service(FaaS)
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SERVERLESS ARCHITECTURESERVERLESS ARCHITECTURE
Function-as-a-Service(FaaS)Function-as-a-Service(FaaS)
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FUNCTION AS A SERVICE (FAAS)FUNCTION AS A SERVICE (FAAS)
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FUNCTION AS A SERVICE (FAAS)FUNCTION AS A SERVICE (FAAS)
Function as the unit of deployment and
scaling
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FUNCTION AS A SERVICE (FAAS)FUNCTION AS A SERVICE (FAAS)
Function as the unit of deployment and
scaling
Metrics
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FUNCTION AS A SERVICE (FAAS)FUNCTION AS A SERVICE (FAAS)
Function as the unit of deployment and
scaling
Metrics
No machines, VMs, or containers
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FUNCTION AS A SERVICE (FAAS)FUNCTION AS A SERVICE (FAAS)
Function as the unit of deployment and
scaling
Metrics
No machines, VMs, or containers
Stateless
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FUNCTION AS A SERVICE (FAAS)FUNCTION AS A SERVICE (FAAS)
Function as the unit of deployment and
scaling
Metrics
No machines, VMs, or containers
Stateless
Never pay for idle
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SERVERLESS EVOLUTIONSERVERLESS EVOLUTION
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HOW SERVERLESS WORKS?HOW SERVERLESS WORKS?
Functions are stateless
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VENDORSVENDORS
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GCP SUPPORTED LANGUAGESGCP SUPPORTED LANGUAGES
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AWS SUPPORTED LANGUAGESAWS SUPPORTED LANGUAGES
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AWS SUPPORTED LANGUAGESAWS SUPPORTED LANGUAGES
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AWS SUPPORTED LANGUAGESAWS SUPPORTED LANGUAGES
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AWS SUPPORTED LANGUAGESAWS SUPPORTED LANGUAGES
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MS AZURE SUPPORTED LANGUAGESMS AZURE SUPPORTED LANGUAGES
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MS AZURE SUPPORTED LANGUAGESMS AZURE SUPPORTED LANGUAGES
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MS AZURE SUPPORTED LANGUAGESMS AZURE SUPPORTED LANGUAGES
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MS AZURE SUPPORTED LANGUAGESMS AZURE SUPPORTED LANGUAGES
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MS AZURE SUPPORTED LANGUAGESMS AZURE SUPPORTED LANGUAGES
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MS AZURE SUPPORTED LANGUAGESMS AZURE SUPPORTED LANGUAGES
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REST API EXAMPLEREST API EXAMPLE
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AMAZON API GATEWAYAMAZON API GATEWAY
Amazon API Gateway is a fully managed service that makes it easy for developers toAmazon API Gateway is a fully managed service that makes it easy for developers to
create, publish, maintain, monitor, and secure APIs at any scale.create, publish, maintain, monitor, and secure APIs at any scale.
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AMAZON API GATEWAYAMAZON API GATEWAY
Easy API Creation and Deployment
Support for HTTP/REST APIs and WebSocket APIs
Resiliency
API Lifecycle Management
Monitoring
Import from swagger/postman
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ONLINE EDITOR API GATEWAYONLINE EDITOR API GATEWAY
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AWS LAMBDA FUNCTIONAWS LAMBDA FUNCTION
AWS Lambda is a compute service that lets
you run code without procisioning or
managing servers
AWS Lambda executes your code only when
needed and scales automatically, from a few
requests per day to thousands per second
Lambda functions can be used to join
thogether many di erent AWS services
AWS Services can trigger Lambda functions
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ANATOMY OF LAMBDA FUNCTION (RUBY)ANATOMY OF LAMBDA FUNCTION (RUBY)
def handler(event:, context:)
#some logic
{ status: 200, body: {} }
end
ruby2.5
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ANATOMY OF LAMBDA FUNCTION (NODEJS)ANATOMY OF LAMBDA FUNCTION (NODEJS)
exports.handler = function(event, context, callback) {
//some logic
callback(null, { status: 200, body: {} })
}
nodejs6.10
exports.handler = async (event, context) => {
//some logic
return { status: 200, body: {} }
}
nodejs8.10
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ONLINE EDITOR LAMBDAONLINE EDITOR LAMBDA
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AWS CLI + ZIPAWS CLI + ZIP
cd lambda
zip –X –r ../index.zip *
aws lambda update-function-code --function-name
MyLambdaFunction --zip-file fileb://index.zip
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AWS CLI + CLOUDFORMATION OR SAMAWS CLI + CLOUDFORMATION OR SAM
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SERVERLESS FRAMEWORKSSERVERLESS FRAMEWORKS
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SERVERLESS FRAMEWORKSERVERLESS FRAMEWORK
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SERVERLESS FRAMEWORKSERVERLESS FRAMEWORK
Cross vendor support
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SERVERLESS FRAMEWORKSERVERLESS FRAMEWORK
Cross vendor support
Dozens of plugins
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SERVERLESS FRAMEWORKSERVERLESS FRAMEWORK
Cross vendor support
Dozens of plugins
YAML
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SERVERLESS FRAMEWORKSERVERLESS FRAMEWORK
Cross vendor support
Dozens of plugins
YAML
Invoke function localy
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SERVERLESS FRAMEWORKSERVERLESS FRAMEWORK
Cross vendor support
Dozens of plugins
YAML
Invoke function localy
MIT License
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SERVERLESS CONFIGSERVERLESS CONFIG
service: serverless-thumbnail
runtime: ruby2.5
provider:
name: aws
timeout: 30
memorySize: 128
role: ${env:AWS_ROLE}
deploymentBucket:
name: ${env:DEPLOYMENT_BUCKET}
iamRoleStatements:
- Effect: Allow
Action:
- s3:putObject
Resource: '*'
functions:
thumbnail:
events:
- http: get thumbnail
handler: handler.thumbnail
resources:
Resources:
NewResource:
Type: AWS::S3::Bucket
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DEPLOYDEPLOY
serverless deploy
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SERVERLESS CLISERVERLESS CLI
serverless deploy -f sendEmail
serverless invoke local --function sendEmail
serverless logs -f sendEmail
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SERVERLESS PLUGINSSERVERLESS PLUGINS
serverless-plugin-existing-s3
serverless-dotenv-plugin
serverless-secrets-plugin
serverless-o ine
serverless-dynamodb-local
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PERMISSIONSPERMISSIONS
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INVOCATION TYPESINVOCATION TYPES
Synchronous
Asynchronous
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RETRY BEHAVIOURRETRY BEHAVIOUR
DLQ - Dead Letter Queue
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BINARIESBINARIES
Your libraries must be for the Linux x64 platform/architecture.Your libraries must be for the Linux x64 platform/architecture.
npm --arch=x64 --platform=linux
or deploy with CI, docker container
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STEP FUNCTIONSSTEP FUNCTIONS
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CONSCONS
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STATELESSSTATELESS
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COLDSTART TIMECOLDSTART TIME
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LAMBDA LIMITSLAMBDA LIMITS
/tmp directory storage - 512 MB
Function timeout - 900 seconds (15 minutes)
Body payload size - sync 6MB, async 128KB
Function memory allocation - 128 MB to
3008 MB
Deployment package size - 50 MB (zipped),
250 MB (unzipped)
Concurrent executions - 1000 (per account)
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LAMBDA SCALINGLAMBDA SCALING
1000+1000+
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VENDOR LOCKVENDOR LOCK
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OPENFAASOPENFAAS
OpenFaaS® (Functions as a Service) is a framework for building Serverless functions withOpenFaaS® (Functions as a Service) is a framework for building Serverless functions with
Docker and Kubernetes which has rst-class support for metrics. Any process can beDocker and Kubernetes which has rst-class support for metrics. Any process can be
packaged as a function enabling you to consume a range of web events without repetitivepackaged as a function enabling you to consume a range of web events without repetitive
boiler-plate coding.boiler-plate coding.
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PRICESPRICES
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FREE TIERFREE TIER
Compute Time = Invocations × Duration × RAM / 1024
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PRICESPRICES
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LOW COMPUTE USE CASELOW COMPUTE USE CASE
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HIGH COMPUTE USE CASEHIGH COMPUTE USE CASE
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3RD PARTY TOOLS3RD PARTY TOOLS
Epsagon
Thundra
Dashbird
Sentry
Rollbar
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USE CASESUSE CASES
Web appliactions
IoT
Media Transformation (audio/video/image)
Multi-Location Media Transformation with Lambda@Edge and CloudFront
Mass Emailing
Real-time Data Transformation
CRON Jobs with CloudWatch
Chatbot
Websockets
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CONCLUSIONSCONCLUSIONS
Keep the Lambda handler lean
Avoid hardcoding, use enviroment variables
One function, One task
Watch the deployment package size, remove unused dependencies
Make use of error handling mechanisme, DLQs
Keep containers warm
Use frameworks
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THANKS!THANKS!
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MLSDev
QUESTIONSQUESTIONS
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