![© 2020, Amazon Web Services, Inc. or its Affiliates.
'use strict'
exports.handler = function (event, context, callback) {
console.log(“Event:”, JSON.stringify(event))
callback(null, ”Hello World!")
}
{
“Records”:[
“s3”: {
“object”:” { … }
}
]
}
JSON Context
Basic Sync Function Code
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.](https://image.slidesharecdn.com/rohini-serverless-200808102900/85/Getting-Started-with-Serverless-Architectures-29-320.jpg)
![© 2020, Amazon Web Services, Inc. or its Affiliates.
'use strict'
exports.handler = async function (event, context) {
console.log(“Event:”, JSON.stringify(event))
return context.logStreamName
}
{
“Records”:[
“s3”: {
“object”:” { … }
}
]
}
JSON Context
Basic Async Function Code
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.](https://image.slidesharecdn.com/rohini-serverless-200808102900/85/Getting-Started-with-Serverless-Architectures-32-320.jpg)
Uploaded byRohini Gaonkar
Getting Started with Serverless Architectures
The document presents an overview of serverless architectures on AWS, highlighting the evolution from traditional to serverless computing. It outlines the benefits of serverless models such as AWS Lambda and AWS Fargate, emphasizing automatic scaling, reduced maintenance, and a focus on business logic. Various use cases and components involved in building modern applications using serverless technologies are also discussed.
Getting Started with Serverless Architectures
- 1. © 2020, AmazonWeb Services, Inc. or its Affiliates. AWS Serverless Architectures Rohini Gaonkar Sr. Developer Advocate, India, AISPL (AWS India) @rohini_gaonkar @rohinigaonkar 7th August 2020
- 2. © 2020, AmazonWeb Services, Inc. or its Affiliates. Hello World..! q Born in Cloud! q With AWS for 6+ years q Started as Cloud Support Engineer, Cape Town, South Africa q Worked as AWS Solutions Architect in Singapore and in Mumbai, India q Now a Developer Advocate, India. @rohini_gaonkar @rohinigaonkar
- 3. © 2020, AmazonWeb Services, Inc. or its Affiliates. Computing Evolution
- 4. © 2020, AmazonWeb Services, Inc. or its Affiliates. Computing evolution – A paradigm shiftLEVELOFABSTRACTION FOCUS ON BUSINESS LOGIC PHYSICAL MACHINES Requires “guess” planning Lives for years on-premises Heavy investments (capex) Low innovation factor Deploy in months
- 5. © 2020, AmazonWeb Services, Inc. or its Affiliates. Computing evolution – A paradigm shiftLEVELOFABSTRACTION FOCUS ON BUSINESS LOGIC VIRTUAL MACHINES Hardware independence Faster provisioning speed (minutes/hours) Trade capex for opex More scale Elastic resources Faster speed and agility Reduced maintenance
- 6. © 2020, AmazonWeb Services, Inc. or its Affiliates. Computing evolution – A paradigm shiftLEVELOFABSTRACTION FOCUS ON BUSINESS LOGIC CONTAINERIZATION Platform independence Consistent runtime environment Higher resource utilization Easier and faster deployments Isolation and sandboxing Start speed (deploy in seconds)
- 7. © 2020, AmazonWeb Services, Inc. or its Affiliates. Computing evolution – A paradigm shift AWS Lambda AWS Fargate LEVELOFABSTRACTION FOCUS ON BUSINESS LOGIC Continuous scaling Fault tolerance built-in Pay for value Zero maintenance SERVERLESS
- 8. © 2020, AmazonWeb Services, Inc. or its Affiliates. Traditional three-tier application architecture Web servers Presentation layers Application servers Business logic Database servers Data layer
- 9. © 2020, AmazonWeb Services, Inc. or its Affiliates. A modern three-tier application architecture Presentation Business logic Data Queues/messages Events Events APIs
- 10. © 2020, AmazonWeb Services, Inc. or its Affiliates. Technology decisions drive your business strategy Modular services As managed as possible Automated & standardized Everyone’s responsibility Purpose built Architectural patterns 1 Operational model 2 Software delivery 3 Management & Governance 4 Data management 5
- 11. © 2020, AmazonWeb Services, Inc. or its Affiliates. Integration and communication Events are the connective tissue of modern applications APIs are the front door of microservices
- 12. © 2020, AmazonWeb Services, Inc. or its Affiliates. Serverless Foundations
- 13. © 2020, AmazonWeb Services, Inc. or its Affiliates. What is serverless? No infrastructure management Automatic scaling Pay for value Highly available and secure
- 14. © 2020, AmazonWeb Services, Inc. or its Affiliates. Lambda Fargate API Gateway Amazon SNS Amazon SQS AWS Step Functions Compute Data stores Integration Aurora ServerlessAmazon S3 DynamoDB AWS AppSync Amazon EventBridge https://aws.amazon.com/serverless/
- 15. © 2020, AmazonWeb Services, Inc. or its Affiliates. Lambda Fargate API Gateway Amazon SNS Amazon SQS AWS Step Functions Compute Data stores Integration Aurora ServerlessAmazon S3 DynamoDB AWS AppSync Amazon EventBridge
- 16. © 2020, AmazonWeb Services, Inc. or its Affiliates. AWS operational responsibility models Compute Virtual machine Amazon EC2 AWS Elastic Beanstalk LambdaFargate Databases MySQL MySQL on Amazon EC2 Amazon RDS for MySQL Amazon RDS Amazon Aurora DynamoDB Storage Storage S3 Messaging ESBs Amazon MQ Amazon Kinesis EventBridge/SQS/SNS Analytics Hadoop Hadoop on EC2 Amazon EMR Amazon Elasticsearch Service Amazon Athena On-premises Cloud Less More
- 17. © 2020, AmazonWeb Services, Inc. or its Affiliates. Comparison of operational responsibility AWS Lambda Serverless functions AWS Fargate Serverless containers Amazon ECS/Amazon EKS Container-management as a service Amazon EC2 Infrastructure-as-a-Service More opinionated Less opinionated AWS manages Customer manages • Data source integrations • Physical hardware, software, networking, and facilities • Provisioning • Application code • Container orchestration, provisioning • Cluster scaling • Physical hardware, host OS/kernel, networking, and facilities • Application code • Data source integrations • Security config and updates, network config, management tasks • Container orchestration control plane • Physical hardware software, networking, and facilities • Application code • Data source integrations • Work clusters • Security config and updates, network config, firewall, management tasks • Physical hardware software, networking, and facilities • Application code • Data source integrations • Scaling • Security config and updates, network config, management tasks • Provisioning, managing scaling and patching of servers
- 18. © 2020, AmazonWeb Services, Inc. or its Affiliates. Web applications • Static websites • Complex web apps • Packages for Flask and Express Data processing • Real-time • MapReduce • Batch Chatbots • Powering chatbot logic Backends • Apps and services • Mobile • IoT </></> Amazon Alexa • Powering voice-enabled apps • Alexa Skills Kit IT automation • Policy engines • Extending AWS services • Infrastructure management Common serverless use cases
- 19. © 2020, AmazonWeb Services, Inc. or its Affiliates. Customers love serverless https://aws.amazon.com/serverless/
- 20. © 2020, AmazonWeb Services, Inc. or its Affiliates. Compute
- 21. © 2020, AmazonWeb Services, Inc. or its Affiliates. Serverless compute engine for containers Long-running Bring existing code Fully managed orchestration Fargate Let’s focus on compute for now Serverless event-driven code execution Short-lived All language runtimes Data-source integrations Lambda
- 22. © 2020, AmazonWeb Services, Inc. or its Affiliates. Serverless compute engine for containers Long-running Bring existing code Fully managed orchestration Fargate Let’s focus on compute for now Serverless event-driven code execution Short-lived All language runtimes Data-source integrations Lambda
- 23. © 2020, AmazonWeb Services, Inc. or its Affiliates. Making development easier with Lambda Accessible for all developers Enable new application patterns Greater productivity Support for all runtimes with Lambda Layers and Runtime API ISO, PCI, HIPAA, SOC, GDPR, and FedRamp compliances 15-minute functions Amazon SQS for Lambda Automatic load balancing for Lambda Support for Kinesis Data Streams Enhanced Fan-Out and HTTP/2 Toolkits for popular integrated development environments (IDEs): VSCode, IntelliJ, and PyCharm Simplified deployment with nested apps Trillions of executions every month for hundreds of thousands of active customers
- 24. © 2020, AmazonWeb Services, Inc. or its Affiliates. Typical Serverless applications Event source Function Services Changes in data state Requests to endpoints Changes in Resource state Node.js Python Java C# Go Ruby Runtime API
- 25. © 2020, AmazonWeb Services, Inc. or its Affiliates. Amazon S3 Amazon SNSAmazon SES Cron events DATA STORES ENDPOINTS DEVELOPMENT AND MANAGEMENT TOOLS EVENT/MESSAGE SERVICES Event sources that trigger AWS Lambda …and more! Amazon API Gateway Amazon Alexa AWS IoT AWS Step Functions Amazon DynamoDB Amazon Kinesis Amazon Cognito AWS CloudFormation AWS CloudTrail AWS CodeCommit Amazon CloudWatch
- 26. © 2020, AmazonWeb Services, Inc. or its Affiliates. Lambda Execution Model Synchronous (push) Asynchronous (event) Stream-based (poll) Amazon API Gateway AWS Lambda function Amazon DynamoDBAmazon SNS /order AWS Lambda function Amazon S3 reqs Amazon Kinesis changes AWS Lambda service function
- 27. © 2020, AmazonWeb Services, Inc. or its Affiliates. Lambda Execution Model Synchronous (push) Asynchronous (event) Stream-based (poll) Amazon API Gateway AWS Lambda function Amazon DynamoDBAmazon SNS /order AWS Lambda function Amazon S3 reqs Amazon Kinesis changes AWS Lambda service function
- 28. © 2020, AmazonWeb Services, Inc. or its Affiliates. Synchronous Communication PRODUCER CONSUMER
- 29. © 2020, AmazonWeb Services, Inc. or its Affiliates. 'use strict' exports.handler = function (event, context, callback) { console.log(“Event:”, JSON.stringify(event)) callback(null, ”Hello World!") } { “Records”:[ “s3”: { “object”:” { … } } ] } JSON Context Basic Sync Function Code © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
- 30. © 2020, AmazonWeb Services, Inc. or its Affiliates. Lambda Execution Model Synchronous (push) Asynchronous (event) Stream-based (poll) Amazon API Gateway AWS Lambda function Amazon DynamoDBAmazon SNS /order AWS Lambda function Amazon S3 reqs Amazon Kinesis changes AWS Lambda service function
- 31. © 2020, AmazonWeb Services, Inc. or its Affiliates. Asynchronous Communication PRODUCER CONSUMER
- 32. © 2020, AmazonWeb Services, Inc. or its Affiliates. 'use strict' exports.handler = async function (event, context) { console.log(“Event:”, JSON.stringify(event)) return context.logStreamName } { “Records”:[ “s3”: { “object”:” { … } } ] } JSON Context Basic Async Function Code © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
- 33. © 2020, AmazonWeb Services, Inc. or its Affiliates. Event-driven architectures drive reliability and scalability Asynchronous Events Improve responsiveness and reduce dependencies Event Routers Abstract producers and consumers from each other Event Stores Buffer messages until services are available to process
- 34. © 2020, AmazonWeb Services, Inc. or its Affiliates. Event Targets AWS Lambda Amazon Kinesis Data Firehose Amazon SNS Additional Targets SaaS Event Sources SaaS Event Sources Event Routers Custom Event Bus SaaS Event Bus Default Event Bus AWS Service Event Sources Topics
- 35. © 2020, AmazonWeb Services, Inc. or its Affiliates. Lambda Fargate API Gateway Amazon SNS Amazon SQS AWS Step Functions Compute Data stores Integration Aurora ServerlessAmazon S3 DynamoDB AWS AppSync Amazon EventBridge
- 36. © 2020, AmazonWeb Services, Inc. or its Affiliates. Lambda Execution Model Synchronous (push) Asynchronous (event) Stream-based (poll) Amazon API Gateway AWS Lambda function Amazon DynamoDBAmazon SNS /order AWS Lambda function Amazon S3 reqs Amazon Kinesis changes AWS Lambda service function
- 37. © 2020, AmazonWeb Services, Inc. or its Affiliates. AWS Step Functions “Serverless” workflow management
- 38. © 2020, AmazonWeb Services, Inc. or its Affiliates. AWS Step Functions “Serverless” workflow management with zero administration: • Coordinates distributed applications using visual workflows • Automatically triggers, tracks, and logs each step • You can run your tasks in the AWS Cloud, on your servers, or on any system that has access to AWS.
- 39. © 2020, AmazonWeb Services, Inc. or its Affiliates. Amazon API Gateway Create RESTful APIs and WebSocket APIs
- 40. © 2020, AmazonWeb Services, Inc. or its Affiliates. Amazon API Gateway Create a unified API frontend for multiple microservices Authenticate and authorize requests to a backend DDoS protection and throttling for your backend Throttle, meter, and monetize API usage by third- party developers
- 41. © 2020, AmazonWeb Services, Inc. or its Affiliates. Reference architecture for RESTful microservices AWS Lambda functions AWS API Gateway Amazon DynamoDB Tables API Clients
- 42. © 2020, AmazonWeb Services, Inc. or its Affiliates. Internet Mobile Apps Websites Services Amazon CloudFront Amazon CloudWatch Amazon API Gateway Amazon EC2 All publicly accessible endpoints AWS Lambda Other AWS services Amazon API Gateway Endpoints Your VPC Edge-optimized API endpoint APIGW Cache Region Endpoints in your VPC Private API endpoint Regional API endpoint
- 43. © 2020, AmazonWeb Services, Inc. or its Affiliates. AWS AppSync Real-time, Offline and GraphQL
- 44. © 2020, AmazonWeb Services, Inc. or its Affiliates. • Open, declarative data-fetching specification • != Graph database • Use NoSQL, Relational, HTTP, etc. Traditional data-fetching GraphQL What is GraphQL? query GetUserInfo { User(id: ”737”) { name birthdate posts {likes} followers (last 10) {name} }} /users/<id> /users/<id>/posts /users/<id>/followers /users/<id>/posts/likes
- 45. © 2020, AmazonWeb Services, Inc. or its Affiliates. Architecture Diagram Internet Mobile Apps Websites Services AWS Lambda functions Amazon DynamoDB Amazon CloudWatch Monitoring AWS AppSync All publicly HTTP/S accessible endpoints Amazon Elasticsearch Amazon RDS Amazon EC2 Any other AWS service VPC
- 46. © 2020, AmazonWeb Services, Inc. or its Affiliates. AWS AppSync Resolvers Lambda Function DynamoDB Table HTTP Endpoint Amazon Elasticsearch Data Sources Queries MutationsTypes Subscriptions GraphQL Schema and objects Web App Mobile App Frontend How does AWS AppSync work?
- 47. © 2020, AmazonWeb Services, Inc. or its Affiliates. Queries query GetPost { getPost(id: ”1”) { id title } } mutation CreatePost { createPost(title: “TLV Summit”) { id title } } subscription OnCreatePost { onCreatePost { id title } } Mutations Subscriptions A query language for APIs…
- 48. © 2020, AmazonWeb Services, Inc. or its Affiliates. AWS serverless storage and database options Object storage Durable and scalable Comprehensive security Query-in-place Amazon S3 Non-relational Performance at scale Fully managed Enterprise-ready Amazon DynamoDB Serverless Relational Fully managed High performance Cost effective Amazon Aurora
- 49. © 2020, AmazonWeb Services, Inc. or its Affiliates. Security & Identity
- 50. © 2020, AmazonWeb Services, Inc. or its Affiliates. Security and Identity • User pools for secure, managed user directories • Identity pools for federation and role-based access control Amazon Cognito • Fine-grained access control to AWS resources AWS Identity and Access Management
- 51. © 2020, AmazonWeb Services, Inc. or its Affiliates. Simple and Secure User Sign-Up, Sign-In, and Access Control Managed User Directory Federation AWS Credentials Standard Tokens JWT Advanced Security FeaturesHosted UI Amazon Cognito
- 52. © 2020, AmazonWeb Services, Inc. or its Affiliates. Logging & Monitoring
- 53. © 2020, AmazonWeb Services, Inc. or its Affiliates. Logging and Monitoring AWS X-RayAmazon CloudWatch
- 54. © 2020, AmazonWeb Services, Inc. or its Affiliates. AWS Serverless Application Model (SAM) – Open source • AWS CloudFormation extension • Build, test, and debug locally via SAM CLI • Open-source framework • Search and deploy serverless apps on the AWS Serverless Application Repository https://aws.amazon.com/serverless/sam/
- 55. © 2020, AmazonWeb Services, Inc. or its Affiliates. AWS SAM Template Tells AWS CloudFormation this is a SAM template it needs to “transform” Creates a AWS Lambda function with the referenced managed AWS IAM policy, runtime, code at the referenced zip location, and handler as defined. Also creates an Amazon API Gateway and takes care of all mapping/ permissions necessary Creates a Amazon DynamoDB table with 5 Read & Write units 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: nodejs6.10 Policies: AmazonDynamoDBReadOnlyAccess Events: GetHtml: Type: Api Properties: Path: /{proxy+} Method: ANY ListTable: Type: AWS::Serverless::SimpleTable
- 56. © 2020, AmazonWeb Services, Inc. or its Affiliates. https://github.com/aws-samples/aws-serverless-workshop-innovator-island
- 57. © 2020, AmazonWeb Services, Inc. or its Affiliates. Demo Serverless Frontend Serverless Backend https://github.com/aws-samples/aws-serverless-workshop-innovator-island
- 58. © 2020, AmazonWeb Services, Inc. or its Affiliates. Integration and communication Events are the connective tissue of modern applications APIs are the front door of microservices
- 59. © 2020, AmazonWeb Services, Inc. or its Affiliates. More learning…
- 60. © 2020, AmazonWeb Services, Inc. or its Affiliates. Serverless Microservice Patterns for AWS https://www.jeremydaly.com/serverless-microservice-patterns-for-aws/ Circuit Breaker Aggregator Scalable Webhook Simple Web Service Continuous Stream
- 61. © 2020, AmazonWeb Services, Inc. or its Affiliates. AWS Serverless https://aws.amazon.com/serverless/
- 62. © 2020, AmazonWeb Services, Inc. or its Affiliates. Well-Architected lens - Serverless Application Well-Architected Framework Pillars 1. Operational excellence, 2. Security, 3. Reliability, 4. Performance efficiency, 5. Cost optimization. https://d1.awsstatic.com/whitepapers/architecture/AWS-Serverless-Applications-Lens.pdf Whitepaper :
- 63. © 2020, AmazonWeb Services, Inc. or its Affiliates. AWS Free tier https://aws.amazon.com/free/
- 64. © 2020, AmazonWeb Services, Inc. or its Affiliates. “Going serverless frees you to focus on activities that set your company apart, like product innovation” Werner Vogels, CTO, Amazon
- 65. © 2020, AmazonWeb Services, Inc. or its Affiliates. Go Build..! Rohini Gaonkar Sr. Developer Advocate, AWS @rohini_gaonkar @rohini-gaonkar