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Serverless in Production with CI/CD and End-to-End Tracing

Serverless in Production with CI/CD and End-to-End Tracing

London JavaScript Community, London, July 11th, 2017

In this session I will share some of the best practices to use serverless applications in production on AWS, using AWS CodeStar to set up your entire continuous integration and delivery toolchain in minutes, allowing you to start releasing code faster and supporting agile development. As your distributed application scales in size and complexity, we’ll see how to use AWS X-Ray, either in development or in production, to introduce end-to-end tracing capabilities and help identify performance bottlenecks, edge case errors, and other hard to detect issues .

Danilo Poccia

July 11, 2017

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  1. © 2017, Amazon Web Services, Inc. or its Affiliates. All

    rights reserved. Danilo Poccia, Technical Evangelist @danilop Serverless in Production With CI/CD and End-to-End Tracing
  2. AWS Lambda: Run code in response to events FUNCTION SERVICES

    (ANYTHING) Changes in data state Requests to endpoints Changes in resource state Node Python Java C# EVENT SOURCE
  3. No servers to provision or manage Scales with usage Never

    pay for idle Availability and fault tolerance built in Benefits of Lambda and serverless compute
  4. AWS Lambda Amazon CloudFront Amazon S3 Amazon DynamoDB Amazon Redshift

    Amazon Route 53 Amazon VPC Amazon CloudWatch AWS CloudFormation AWS CloudTrail AWS Config AWS IAM AWS KMS AWS WAF Amazon Cognito Amazon SNS Amazon API Gateway Amazon SQS Amazon Elasticsearch Service Amazon Kinesis Amazon QuickSight AWS IoT How iRobot leverages AWS
  5. AWS CloudFormation brings: • Infrastructure as code • Easy to

    provision and manage a collection of related AWS resources • Input .yaml file and output provisioned AWS resources • Optimized for infrastructure AWS SAM: • CloudFormation extension optimized for serverless • New serverless resources: functions, APIs, and tables • Supports anything CloudFormation supports • Open specification (Apache 2.0) AWS Serverless Application Model (AWS SAM)
  6. AWSTemplateFormatVersion: '2010-09-09' Resources: GetHtmlFunctionGetHtmlPermissionProd: Type: AWS::Lambda::Permission Properties: Action: lambda:invokeFunction Principal:

    apigateway.amazonaws.com FunctionName: Ref: GetHtmlFunction SourceArn: Fn::Sub: arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:${ServerlessRestApi}/Prod/ANY/* ServerlessRestApiProdStage: Type: AWS::ApiGateway::Stage Properties: DeploymentId: Ref: ServerlessRestApiDeployment RestApiId: Ref: ServerlessRestApi StageName: Prod ListTable: Type: AWS::DynamoDB::Table Properties: ProvisionedThroughput: WriteCapacityUnits: 5 ReadCapacityUnits: 5 AttributeDefinitions: - AttributeName: id AttributeType: S KeySchema: - KeyType: HASH AttributeName: id GetHtmlFunction: Type: AWS::Lambda::Function Properties: Handler: index.gethtml Code: S3Bucket: flourish-demo-bucket S3Key: todo_list.zip Role: Fn::GetAtt: - GetHtmlFunctionRole - Arn Runtime: nodejs4.3 GetHtmlFunctionRole: Type: AWS::IAM::Role Properties: ManagedPolicyArns: - arn:aws:iam::aws:policy/AmazonDynamoDBReadOnlyAccess - arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole AssumeRolePolicyDocument: Version: '2012-10-17' Statement: - Action: - sts:AssumeRole Effect: Allow Principal: Service: - lambda.amazonaws.com ServerlessRestApiDeployment: Type: AWS::ApiGateway::Deployment Properties: RestApiId: Ref: ServerlessRestApi Description: 'RestApi deployment id: 127e3fb91142ab1ddc5f5446adb094442581a90d' StageName: Stage GetHtmlFunctionGetHtmlPermissionTest: Type: AWS::Lambda::Permission Properties: Action: lambda:invokeFunction Principal: apigateway.amazonaws.com FunctionName: Ref: GetHtmlFunction SourceArn: Fn::Sub: arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:${ServerlessRestApi}/*/ANY/* ServerlessRestApi: Type: AWS::ApiGateway::RestApi Properties: Body: info: version: '1.0' title: Ref: AWS::StackName paths: "/{proxy+}": x-amazon-apigateway-any-method: x-amazon-apigateway-integration: httpMethod: ANY type: aws_proxy uri: Fn::Sub: arn:aws:apigateway:${AWS::Region}:lambda:path/2015-03- 31/functions/${GetHtmlFunction.Arn}/invocations responses: {} swagger: '2.0' CF template example – API triggering Lambda AWSTemplateFormatVersion: '2010-09-09’ Transform: AWS::Serverless-2016-10-31 Resources: GetHtmlFunction: Type: AWS::Serverless::Function Properties: CodeUri: s3://flourish-demo-bucket/todo_list.zip Handler: index.gethtml Runtime: nodejs4.3 Policies: AmazonDynamoDBReadOnlyAccess Events: GetHtml: Type: Api Properties: Path: /{proxy+} Method: ANY ListTable: Type: AWS::Serverless::SimpleTable AWS SAM example – API triggering Lambda AWS SAM: Less complexity, more power
  7. Set Up a Serverless CI/CD Pipeline on AWS AWS CodeCommit

    AWS CodeBuild AWS CodePipeline AWS CloudFormation Amazon S3 GitHub AWS SAM Commit Build Deploy + Tests (CodeBuild or other services) + Manuals Approval (CodePipeline) + Multiple Environments (CodePipeline + CloudFormation)
  8. JavaScript + AWS Mobile Hub Ionic + AWS MobileHub Starter

    Project https://github.com/ionic-team/ionic2-starter-aws Enhanced JavaScript development with AWS Mobile Hub https://aws.amazon.com/blogs/mobile/enhanced-javascript-development-with-aws-mobile-hub/ Deploy a React App to S3 and CloudFront with AWS Mobile Hub https://aws.amazon.com/blogs/mobile/deploy-a-react-app-to-s3-and-cloudfront-with-aws-mobile-hub/ Integrate the AWS SDK for JavaScript into a React App https://aws.amazon.com/blogs/mobile/integrate-the-aws-sdk-for-javascript-into-a-react-app/
  9. Conclusion Lambda is a fundamental component of modern application architectures

    It has a place in everything from data processing to simple web apps