diff --git a/README.md b/README.md index c0812c2..d0e81ce 100644 --- a/README.md +++ b/README.md @@ -32,6 +32,7 @@ This repo contains AWS CDK implementation for the patterns at [Serverless Land : | [Orchestration to Choreography](patterns/orchestration_%20to_choreography.md) | Convert the collaboration pattern from orchestration to choreography | | [Replace Parallel with SNS Scatter-Gather](patterns/parallel_to_sns_scatter_gather.md) | Instead of making parallel invocations from a StepFunctions `Parallel` step, send a message to SNS | |[Extract Message Filter](patterns/extract-message-filter.md)|Instead of conditional statements at the consumer, eliminate unwanted messages with Amazon EventBridge.| +| [Replace Amazon Event Bridge Event Patterns with Lambda filter](patterns/replace_event_pattern_with_lambda.md) | Replace Event Bridge Event Pattern with Lambda filter for complex filtering logic | diff --git a/implementation/replace-eventpattern-with-lambda/.$replace_event_pattern_with_lambda.drawio.bkp b/implementation/replace-eventpattern-with-lambda/.$replace_event_pattern_with_lambda.drawio.bkp new file mode 100644 index 0000000..f3425d1 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/.$replace_event_pattern_with_lambda.drawio.bkp @@ -0,0 +1,76 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/implementation/replace-eventpattern-with-lambda/.gitignore b/implementation/replace-eventpattern-with-lambda/.gitignore new file mode 100644 index 0000000..f60797b --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/.gitignore @@ -0,0 +1,8 @@ +*.js +!jest.config.js +*.d.ts +node_modules + +# CDK asset staging directory +.cdk.staging +cdk.out diff --git a/implementation/replace-eventpattern-with-lambda/.npmignore b/implementation/replace-eventpattern-with-lambda/.npmignore new file mode 100644 index 0000000..c1d6d45 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/.npmignore @@ -0,0 +1,6 @@ +*.ts +!*.d.ts + +# CDK asset staging directory +.cdk.staging +cdk.out diff --git a/implementation/replace-eventpattern-with-lambda/README.md b/implementation/replace-eventpattern-with-lambda/README.md new file mode 100644 index 0000000..f314abc --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/README.md @@ -0,0 +1,224 @@ +# Replace Amazon Event Bridge Event Patterns with Lambda filter + +This project is the CDK implementation of ['Replace Amazon Event Bridge Event Patterns with Lambda filter'](https://serverlessland.com/refactoring-serverless/replace-eventpattern-with-lambda) pattern. It shows how can you use Lambda in CDK to filter and route messages to target service(s) to process the event instead of Amazon EventBridge's event pattern matching when complex filtering logic or data manipulation may be required before forwarding the events to the target service(s). + +## How it works + +The provided example mimics an e-commerce application where Event Bridge is used as destination of user review messages. In our example we would like to route based on product rating, number of historic purchased items. + +Example JSON event message: + +``` Json +{ + "source": "ecommerce.application", + "detail-type": "user.review", + "detail": { + "productId": "12345", + "rating": 4.5, + "reviewText": "Great product!", + "reviewer": { + "userId": "67890", + "email": "bob.buyer@example.com", + "signupDate": "2023-04-01T00:00:00Z", + "purchaseHistory": [ + { + "orderId": "10001", + "orderDate": "2023-04-01T02:30:00Z", + "items": [{"productId": "12345", "quantity": 1}] + }, + { + "orderId": "10002", + "orderDate": "2023-07-01T02:30:00Z", + "items": [{"productId": "12981920", "quantity": 2}] + }, + { + "orderId": "10003", + "orderDate": "2023-08-01T02:30:00Z", + "items": [{"productId": "55667788", "quantity": 3}] + } + ] + } + } +} +``` + +The provided code will deploy the following two stacks: + +* OriginalReplaceEventpatternWithLambdaStack +* RefactoredReplaceEventpatternWithLambdaStack + +Both stack deploy two lambda functions: [Original|Refactored]EventDestinationFunction1 and [Original|Refactored]EventDestinationFunction2. + +OriginalReplaceEventpatternWithLambdaStack in addition deploys two Event Bridge Rules Patterns: + +``` typescript + const eventPatternFilterFunc1: events.EventPattern = { + source: ['ecommerce.application'], + detailType: ['user.review'], + detail: { + rating: [ + { + numeric: ['>=', 4.5], + }, + ], + }, + }; + + const eventPatternFilterFunc2: events.EventPattern = { + source: ['ecommerce.application'], + detailType: ['user.review'], + detail: { + rating: [ + { + numeric: ['<', 2], + }, + ], + }, + }; +``` + +RefactoredReplaceEventpatternWithLambdaStack deploys a simple event pattern and a lambda function `EventFilterFunction` that executes complex filtering and routing. + +Event Pattern: + +``` typescript +const eventPatternPass: events.EventPattern = { + source: ['ecommerce.application'], + detailType: ['user.review'], + }; +``` + +Filter logic in the lambda function: + +``` Python +def process_review_event(event): + rating = event['detail']['rating'] + purchase_history = event['detail']['reviewer']['purchaseHistory'] + total_items_purchased = sum(item['quantity'] for order in purchase_history for item in order['items']) + + if rating >= 4.5 and total_items_purchased <= 10: + lambda_client.invoke(FunctionName=LAMBDA_DEST_FUNCTION_1, Payload=json.dumps(event)) + logging.info(f"rating >= 4.5 and total_items_purchased({total_items_purchased}) <= 10 -> invoking {LAMBDA_DEST_FUNCTION_1}") + elif rating < 2 and total_items_purchased > 10: + lambda_client.invoke(FunctionName=LAMBDA_DEST_FUNCTION_2, Payload=json.dumps(event)) + logging.info(f"rating < 2 and total_items_purchased({total_items_purchased}) > 10 -> invoking {LAMBDA_DEST_FUNCTION_2}") +``` + +## Deploy the infrastructure + +To build this app, navigate to `implementation/replace-eventpattern-with-lambda` folder. Then run the following: + +```bash +npm install -g aws-cdk +npm install +npm run build +``` + +This will install the necessary CDK, dependencies, build your TypeScript files and CloudFormation template. + +Next, deploy the 2 Stacks to your AWS Account. + +``` bash +cdk deploy --all +``` + +## Testing it out + +- First lets send a message to the `default` event bus executing the following command: + +``` bash +aws events put-events --entries file://example_event.json +``` + +You should see the following: + +``` Json +{ + "FailedEntryCount": 0, + "Entries": [ + { + "EventId": "fdb55454-114c-3642-6a55-fb960ba0dcbf" + } + ] +} +``` + +## Verify + +``` bash +aws logs describe-log-groups --query 'logGroups[?ends_with(logGroupName, `ScatterGatherWithSNSStack-refactorlambdaaggregator-nfXGleA7rZsh`)].logGroupName' --output text +``` + +Use the log group name from the previous command to get the logs of the aggregator function and filter by "quotes". Please replace your log group name in the following command. + +``` bash +aws logs tail /aws/lambda/ScatterGatherWithSNSStack-refactorlambdaaggregator-nfXGleA7rZsh --filter-pattern "quotes" +``` + +The two stacks provisioned the following Lambda functions: + +* ```EventFilterFunction``` +* ```RefactoredEventDestinationFunction1``` +* ```RefactoredEventDestinationFunction2``` +* ```OriginalEventDestinationFunction2``` +* ```OriginalEventDestinationFunction1``` + +Let's inspect the logs of the ```EventFilterFunction```, ```RefactoredEventDestinationFunction1``` and ```OriginalEventDestinationFunction1```. + +For each of the use cases we will first get the lates log stream of the and then get the log events using the aws cli. + +EventFilterFunction: + +``` Bash +stream_name=$(aws logs describe-log-streams --log-group-name /aws/lambda/EventFilterFunction --order-by LastEventTime --descending --limit 1 | jq -r '.logStreams[0].logStreamName') +aws logs get-log-events --log-group-name /aws/lambda/EventFilterFunction --log-stream-name $stream_name | jq '.events | map(select(.message | contains("[INFO]")))' +``` + +You should see: + +``` Json +[ + { + "timestamp": 1691161162130, + "message": "[INFO]\t2023-08-04T14:59:22.129Z\tf5366ef3-2a31-4b49-8218-e1b4c4abfc7a\trating >= 4.5 and total_items_purchased(6) <= 10 -> invoking RefactoredEventDestinationFunction1\n", + "ingestionTime": 1691161162889 + } +] +``` + +RefactoredEventDestinationFunction1 and OriginalEventDestinationFunction1: + +``` Bash +stream_name=$(aws logs describe-log-streams --log-group-name /aws/lambda/OriginalEventDestinationFunction1 --order-by LastEventTime --descending --limit 1 | jq -r '.logStreams[0].logStreamName') +aws logs get-log-events --log-group-name /aws/lambda/OriginalEventDestinationFunction1 --log-stream-name $stream_name | jq '.events | map(select(.message | contains("[INFO]")))' +``` + +and + +``` Bash +stream_name=$(aws logs describe-log-streams --log-group-name /aws/lambda/RefactoredEventDestinationFunction1 --order-by LastEventTime --descending --limit 1 | jq -r '.logStreams[0].logStreamName') +aws logs get-log-events --log-group-name /aws/lambda/RefactoredEventDestinationFunction1 --log-stream-name $stream_name | jq '.events | map(select(.message | contains("[INFO]")))' +``` + +You should get: + +``` Json +[ + { + "timestamp": 1691158134746, + "message": "[INFO]\t2023-08-04T14:08:54.746Z\t0115f9ac-f35a-4b33-91cd-7d9aebb401ff\tHello from Rule1 handler function\n", + "ingestionTime": 1691158137055 + }, + { + "timestamp": 1691158134746, + "message": "[INFO]\t2023-08-04T14:08:54.746Z\t0115f9ac-f35a-4b33-91cd-7d9aebb401ff\tReceived Event: {\"version\": \"0\", \"id\": \"e15f7622-3c9d-1186-a3a3-736f84aeb58b\", \"detail-type\": \"user.review\", \"source\": \"ecommerce.application\", \"account\": \"446084752553\", \"time\": \"2023-08-04T14:08:53Z\", \"region\": \"us-east-1\", \"resources\": [], \"detail\": {\"productId\": \"12345\", \"rating\": 4.5, \"reviewText\": \"Great product!\", \"reviewer\": {\"userId\": \"67890\", \"email\": \"example@example.com\", \"signupDate\": \"2023-04-01T00:00:00Z\", \"purchaseHistory\": [{\"orderId\": \"10001\", \"orderDate\": \"2023-04-01T02:30:00Z\", \"items\": [{\"productId\": \"12345\", \"quantity\": 1}]}]}}}\n", + "ingestionTime": 1691158137055 + } +] +``` + +## Cleanup + +``` bash +cdk destroy --all +``` diff --git a/implementation/replace-eventpattern-with-lambda/bin/replace-eventpattern-with-lambda.ts b/implementation/replace-eventpattern-with-lambda/bin/replace-eventpattern-with-lambda.ts new file mode 100644 index 0000000..9a384d9 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/bin/replace-eventpattern-with-lambda.ts @@ -0,0 +1,9 @@ +#!/usr/bin/env node +import 'source-map-support/register'; +import * as cdk from 'aws-cdk-lib'; +import { OriginalReplaceEventpatternWithLambdaStack } from '../lib/original-replace-eventpattern-with-lambda-stack'; +import { RefactoredReplaceEventpatternWithLambdaStack } from '../lib/refactored-replace-eventpattern-with-lambda-stack'; + +const app = new cdk.App(); +new OriginalReplaceEventpatternWithLambdaStack(app, 'OriginalReplaceEventpatternWithLambdaStack', {}); +new RefactoredReplaceEventpatternWithLambdaStack(app, 'RefactoredReplaceEventpatternWithLambdaStack', {}); \ No newline at end of file diff --git a/implementation/replace-eventpattern-with-lambda/cdk.json b/implementation/replace-eventpattern-with-lambda/cdk.json new file mode 100644 index 0000000..587afd0 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/cdk.json @@ -0,0 +1,51 @@ +{ + "app": "npx ts-node --prefer-ts-exts bin/replace-eventpattern-with-lambda.ts", + "watch": { + "include": [ + "**" + ], + "exclude": [ + "README.md", + "cdk*.json", + "**/*.d.ts", + "**/*.js", + "tsconfig.json", + "package*.json", + "yarn.lock", + "node_modules", + "test" + ] + }, + "context": { + "@aws-cdk/aws-lambda:recognizeLayerVersion": true, + "@aws-cdk/core:checkSecretUsage": true, + "@aws-cdk/core:target-partitions": [ + "aws", + "aws-cn" + ], + "@aws-cdk-containers/ecs-service-extensions:enableDefaultLogDriver": true, + "@aws-cdk/aws-ec2:uniqueImdsv2TemplateName": true, + "@aws-cdk/aws-ecs:arnFormatIncludesClusterName": true, + "@aws-cdk/aws-iam:minimizePolicies": true, + "@aws-cdk/core:validateSnapshotRemovalPolicy": true, + "@aws-cdk/aws-codepipeline:crossAccountKeyAliasStackSafeResourceName": true, + "@aws-cdk/aws-s3:createDefaultLoggingPolicy": true, + "@aws-cdk/aws-sns-subscriptions:restrictSqsDescryption": true, + "@aws-cdk/aws-apigateway:disableCloudWatchRole": true, + "@aws-cdk/core:enablePartitionLiterals": true, + "@aws-cdk/aws-events:eventsTargetQueueSameAccount": true, + "@aws-cdk/aws-iam:standardizedServicePrincipals": true, + "@aws-cdk/aws-ecs:disableExplicitDeploymentControllerForCircuitBreaker": true, + "@aws-cdk/aws-iam:importedRoleStackSafeDefaultPolicyName": true, + "@aws-cdk/aws-s3:serverAccessLogsUseBucketPolicy": true, + "@aws-cdk/aws-route53-patters:useCertificate": true, + "@aws-cdk/customresources:installLatestAwsSdkDefault": false, + "@aws-cdk/aws-rds:databaseProxyUniqueResourceName": true, + "@aws-cdk/aws-codedeploy:removeAlarmsFromDeploymentGroup": true, + "@aws-cdk/aws-apigateway:authorizerChangeDeploymentLogicalId": true, + "@aws-cdk/aws-ec2:launchTemplateDefaultUserData": true, + "@aws-cdk/aws-secretsmanager:useAttachedSecretResourcePolicyForSecretTargetAttachments": true, + "@aws-cdk/aws-redshift:columnId": true, + "@aws-cdk/aws-stepfunctions-tasks:enableEmrServicePolicyV2": true + } +} diff --git a/implementation/replace-eventpattern-with-lambda/example_event.json b/implementation/replace-eventpattern-with-lambda/example_event.json new file mode 100644 index 0000000..6728026 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/example_event.json @@ -0,0 +1,7 @@ +[ + { + "Source": "ecommerce.application", + "DetailType": "user.review", + "Detail": "{\"productId\":\"12345\",\"rating\":4.5,\"reviewText\":\"Greatproduct!\",\"reviewer\":{\"userId\":\"67890\",\"email\":\"bob.buyer@example.com\",\"signupDate\":\"2023-04-01T00:00:00Z\",\"purchaseHistory\":[{\"orderId\":\"10001\",\"orderDate\":\"2023-04-01T02:30:00Z\",\"items\":[{\"productId\":\"12345\",\"quantity\":1}]},{\"orderId\":\"10002\",\"orderDate\":\"2023-07-01T02:30:00Z\",\"items\":[{\"productId\":\"12981920\",\"quantity\":2}]},{\"orderId\":\"10003\",\"orderDate\":\"2023-08-01T02:30:00Z\",\"items\":[{\"productId\":\"55667788\",\"quantity\":3}]}]}}" + } +] \ No newline at end of file diff --git a/implementation/replace-eventpattern-with-lambda/jest.config.js b/implementation/replace-eventpattern-with-lambda/jest.config.js new file mode 100644 index 0000000..08263b8 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/jest.config.js @@ -0,0 +1,8 @@ +module.exports = { + testEnvironment: 'node', + roots: ['/test'], + testMatch: ['**/*.test.ts'], + transform: { + '^.+\\.tsx?$': 'ts-jest' + } +}; diff --git a/implementation/replace-eventpattern-with-lambda/lambda-fns/event-destination-function-1/index.py b/implementation/replace-eventpattern-with-lambda/lambda-fns/event-destination-function-1/index.py new file mode 100644 index 0000000..cf96f95 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/lambda-fns/event-destination-function-1/index.py @@ -0,0 +1,14 @@ +#!/usr/bin/env python3 +import json +import logging + +logger = logging.getLogger() +logger.setLevel(logging.INFO) + +def handler(event, context): + logger.info('Hello from Rule1 handler function') + logger.info(f'Received Event: {json.dumps(event)}') + return { + 'statusCode': 200, + 'body': json.dumps('Hello from Rule1 handler function') + } diff --git a/implementation/replace-eventpattern-with-lambda/lambda-fns/event-destination-function-2/index.py b/implementation/replace-eventpattern-with-lambda/lambda-fns/event-destination-function-2/index.py new file mode 100644 index 0000000..853b2f2 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/lambda-fns/event-destination-function-2/index.py @@ -0,0 +1,14 @@ +#!/usr/bin/env python3 +import json +import logging + +logger = logging.getLogger() +logger.setLevel(logging.INFO) + +def handler(event, context): + logger.info('Hello from Rule2 handler function') + logger.info(f'Received Event: {json.dumps(event)}') + return { + 'statusCode': 200, + 'body': json.dumps('Hello from Rule2 handler function') + } diff --git a/implementation/replace-eventpattern-with-lambda/lambda-fns/event-filter-function/index.py b/implementation/replace-eventpattern-with-lambda/lambda-fns/event-filter-function/index.py new file mode 100644 index 0000000..a155fd5 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/lambda-fns/event-filter-function/index.py @@ -0,0 +1,38 @@ +#!/usr/bin/env python3 +import json +import boto3 +from datetime import datetime, timezone +from dateutil.parser import parse +import os +import logging + +lambda_client = boto3.client('lambda') +logging.getLogger().setLevel('INFO') + +LAMBDA_DEST_FUNCTION_1 = os.getenv('LAMBDA_DEST_FUNCTION_1') +LAMBDA_DEST_FUNCTION_2 = os.getenv('LAMBDA_DEST_FUNCTION_2') + + +def handler(event, context): + detail_type = event.get('detail-type') + + if detail_type == 'user.review': + process_review_event(event) + + return { + "status": 200, + "body": json.dumps(event) + } + + +def process_review_event(event): + rating = event['detail']['rating'] + purchase_history = event['detail']['reviewer']['purchaseHistory'] + total_items_purchased = sum(item['quantity'] for order in purchase_history for item in order['items']) + + if rating >= 4.5 and total_items_purchased <= 10: + lambda_client.invoke(FunctionName=LAMBDA_DEST_FUNCTION_1, Payload=json.dumps(event)) + logging.info(f"rating >= 4.5 and total_items_purchased({total_items_purchased}) <= 10 -> invoking {LAMBDA_DEST_FUNCTION_1}") + elif rating < 2 and total_items_purchased > 10: + lambda_client.invoke(FunctionName=LAMBDA_DEST_FUNCTION_2, Payload=json.dumps(event)) + logging.info(f"rating < 2 and total_items_purchased({total_items_purchased}) > 10 -> invoking {LAMBDA_DEST_FUNCTION_2}") diff --git a/implementation/replace-eventpattern-with-lambda/lambda-fns/event-filter-function/requirements.txt b/implementation/replace-eventpattern-with-lambda/lambda-fns/event-filter-function/requirements.txt new file mode 100644 index 0000000..4ea05ed --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/lambda-fns/event-filter-function/requirements.txt @@ -0,0 +1 @@ +python-dateutil \ No newline at end of file diff --git a/implementation/replace-eventpattern-with-lambda/lib/original-replace-eventpattern-with-lambda-stack.ts b/implementation/replace-eventpattern-with-lambda/lib/original-replace-eventpattern-with-lambda-stack.ts new file mode 100644 index 0000000..f4965f0 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/lib/original-replace-eventpattern-with-lambda-stack.ts @@ -0,0 +1,75 @@ +import { Construct } from 'constructs'; +import * as cdk from 'aws-cdk-lib'; +import * as events from 'aws-cdk-lib/aws-events'; +import * as targets from 'aws-cdk-lib/aws-events-targets'; +import * as lambda from 'aws-cdk-lib/aws-lambda'; + +export class OriginalReplaceEventpatternWithLambdaStack extends cdk.Stack { + constructor(scope: Construct, id: string, props?: cdk.StackProps) { + super(scope, id, props); + + // Create a Lambda function as the target for EventBridge + const lambdadestination_function_1 = new lambda.Function(this, 'OriginalEventDestinationFunction1', { + runtime: lambda.Runtime.PYTHON_3_9, + handler: 'index.handler', + functionName: 'OriginalEventDestinationFunction1', + code: lambda.Code.fromAsset('lambda-fns/event-destination-function-1'), + }); + + const lambdadestination_function_2 = new lambda.Function(this, 'OriginalEventDestinationFunction2', { + runtime: lambda.Runtime.PYTHON_3_9, + handler: 'index.handler', + functionName: 'OriginalEventDestinationFunction2', + code: lambda.Code.fromAsset('lambda-fns/event-destination-function-2'), + }); + + const eventPatternFilterFunc1: events.EventPattern = { + source: ['ecommerce.application'], + detailType: ['user.review'], + detail: { + rating: [ + { + numeric: ['>=', 4.5], + }, + ], + }, + }; + + // Create the EventBridge rule with the event pattern + const eventRuleFilter1 = new events.Rule(this, 'EventFilter1', { + eventPattern: eventPatternFilterFunc1, + }); + + const eventPatternFilterFunc2: events.EventPattern = { + source: ['ecommerce.application'], + detailType: ['user.review'], + detail: { + rating: [ + { + numeric: ['<', 2], + }, + ], + }, + }; + + // Create the EventBridge rule with the event pattern + const eventRuleFilterFunc2 = new events.Rule(this, 'EventFilter2', { + eventPattern: eventPatternFilterFunc2, + }); + + + + eventRuleFilter1.addTarget(new targets.LambdaFunction(lambdadestination_function_1)); + eventRuleFilterFunc2.addTarget(new targets.LambdaFunction(lambdadestination_function_2)); + + new cdk.CfnOutput(this, 'LambdaDestinationFunction1Name', { + value: lambdadestination_function_1.functionName, + description: 'OriginalEventDestinationFunction1', + }); + new cdk.CfnOutput(this, 'LambdaDestinationFunction2Name', { + value: lambdadestination_function_2.functionName, + description: 'LambdaDestinationFunction2Name', + }); + + } +} diff --git a/implementation/replace-eventpattern-with-lambda/lib/refactored-replace-eventpattern-with-lambda-stack.ts b/implementation/replace-eventpattern-with-lambda/lib/refactored-replace-eventpattern-with-lambda-stack.ts new file mode 100644 index 0000000..820ba15 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/lib/refactored-replace-eventpattern-with-lambda-stack.ts @@ -0,0 +1,70 @@ +import { Construct } from 'constructs'; +import * as cdk from 'aws-cdk-lib'; +import * as events from 'aws-cdk-lib/aws-events'; +import * as targets from 'aws-cdk-lib/aws-events-targets'; +import * as lambda from 'aws-cdk-lib/aws-lambda'; + +export class RefactoredReplaceEventpatternWithLambdaStack extends cdk.Stack { + constructor(scope: Construct, id: string, props?: cdk.StackProps) { + super(scope, id, props); + + // Create a Lambda function as the target for lambda filter function + const lambdadestination_function_1 = new lambda.Function(this, 'RefactoredEventDestinationFunction1', { + runtime: lambda.Runtime.PYTHON_3_9, + handler: 'index.handler', + functionName: 'RefactoredEventDestinationFunction1', + code: lambda.Code.fromAsset('lambda-fns/event-destination-function-1'), + }); + + // Create a Lambda function as the target for lambda filter function + const lambdadestination_function_2 = new lambda.Function(this, 'RefactoredEventDestinationFunction2', { + runtime: lambda.Runtime.PYTHON_3_9, + handler: 'index.handler', + functionName: 'RefactoredEventDestinationFunction2', + code: lambda.Code.fromAsset('lambda-fns/event-destination-function-2'), + }); + + // Create a Lambda function as the target for EventBridge to filter and route messages + const event_filter_function = new lambda.Function(this, 'EventFilterFunction', { + runtime: lambda.Runtime.PYTHON_3_9, + handler: 'index.handler', + functionName: 'EventFilterFunction', + code: lambda.Code.fromAsset('lambda-fns/event-filter-function'), + environment: { + LAMBDA_DEST_FUNCTION_1: lambdadestination_function_1.functionName, + LAMBDA_DEST_FUNCTION_2: lambdadestination_function_2.functionName + } + }); + + // Grant the event_filter_function permission to invoke the destination Lambda functions + lambdadestination_function_1.grantInvoke(event_filter_function) + lambdadestination_function_2.grantInvoke(event_filter_function) + + // Define the EventBridge event pattern + const eventPatternPass: events.EventPattern = { + source: ['ecommerce.application'], + detailType: ['user.review'], + }; + + // Create the EventBridge rule with the event pattern + const eventRulePass = new events.Rule(this, 'FilterWithLambda', { + eventPattern: eventPatternPass, + }); + + // Add the event_filter_function as a target for the EventBridge rule + eventRulePass.addTarget(new targets.LambdaFunction(event_filter_function)); + + new cdk.CfnOutput(this, 'LambdaDestinationFunction1Name', { + value: lambdadestination_function_1.functionName, + description: 'RefactoredEventDestinationFunction1', + }); + new cdk.CfnOutput(this, 'LambdaDestinationFunction2Name', { + value: lambdadestination_function_2.functionName, + description: 'RefactoredEventDestinationFunction2', + }); + new cdk.CfnOutput(this, 'EventFilterFunctionName', { + value: event_filter_function.functionName, + description: 'EventFilterFunctionName', + }); + } +} diff --git a/implementation/replace-eventpattern-with-lambda/package-lock.json b/implementation/replace-eventpattern-with-lambda/package-lock.json new file mode 100644 index 0000000..071d389 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/package-lock.json @@ -0,0 +1,7171 @@ +{ + "name": "replace-eventpattern-with-lambda", + "version": "0.1.0", + "lockfileVersion": 2, + "requires": true, + "packages": { + "": { + "name": "replace-eventpattern-with-lambda", + "version": "0.1.0", + "dependencies": { + "aws-cdk-lib": "^2.72.0", + "constructs": "^10.0.0", + "source-map-support": "^0.5.21" + }, + "bin": { + "replace-eventpattern-with-lambda": "bin/replace-eventpattern-with-lambda.js" + }, + "devDependencies": { + "@types/jest": "^29.4.0", + "@types/node": "18.14.6", + "aws-cdk": "2.72.0", + "jest": "^29.5.0", + "ts-jest": "^29.0.5", + "ts-node": "^10.9.1", + "typescript": "~4.9.5" + } + }, + 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b/implementation/replace-eventpattern-with-lambda/rpdk.log @@ -0,0 +1,8 @@ +[2023-08-02T06:42:02Z] DEBUG - Logging set up successfully +[2023-08-02T06:42:02Z] DEBUG - Running None: Namespace(artifact_type=None, command=, endpoint_url=None, force=False, profile=None, region=None, subparser_name=None, target_schemas=[], type_name=None, verbose=0, version=False) +[2023-08-02T06:42:02Z] DEBUG - Root directory: /Users/figlia/Development/aws-refactoring-to-serverless/implementation/replace-eventpattern-with-lambda +[2023-08-02T06:42:02Z] WARNING - Initializing new project +[2023-08-02T06:42:02Z] DEBUG - Loading project file '/Users/figlia/Development/aws-refactoring-to-serverless/implementation/replace-eventpattern-with-lambda/.rpdk-config' +[2023-08-02T06:45:07Z] DEBUG - Logging set up successfully +[2023-08-02T06:45:07Z] DEBUG - Running None: Namespace(command=.no_command at 0x120f3ad08>, subparser_name=None, verbose=0, version=True) +[2023-08-02T06:45:07Z] DEBUG - Finished None diff --git a/implementation/replace-eventpattern-with-lambda/tsconfig.json b/implementation/replace-eventpattern-with-lambda/tsconfig.json new file mode 100644 index 0000000..fc44377 --- /dev/null +++ b/implementation/replace-eventpattern-with-lambda/tsconfig.json @@ -0,0 +1,30 @@ +{ + "compilerOptions": { + "target": "ES2020", + "module": "commonjs", + "lib": [ + "es2020" + ], + "declaration": true, + "strict": true, + "noImplicitAny": true, + "strictNullChecks": true, + "noImplicitThis": true, + "alwaysStrict": true, + "noUnusedLocals": false, + "noUnusedParameters": false, + "noImplicitReturns": true, + "noFallthroughCasesInSwitch": false, + "inlineSourceMap": true, + "inlineSources": true, + "experimentalDecorators": true, + "strictPropertyInitialization": false, + "typeRoots": [ + "./node_modules/@types" + ] + }, + "exclude": [ + "node_modules", + "cdk.out" + ] +} diff --git a/patterns/images/replace_event_pattern_with_lambda.png b/patterns/images/replace_event_pattern_with_lambda.png new file mode 100644 index 0000000..ccde24a Binary files /dev/null and b/patterns/images/replace_event_pattern_with_lambda.png differ diff --git a/patterns/replace_event_pattern_with_lambda.md b/patterns/replace_event_pattern_with_lambda.md new file mode 100644 index 0000000..0004b82 --- /dev/null +++ b/patterns/replace_event_pattern_with_lambda.md @@ -0,0 +1,141 @@ +# Replace Amazon Event Bridge Event Patterns with Lambda filter + +## Description + +In some cases, Amazon EventBridge's event pattern matching might not be sufficient to filter events effectively. Complex filtering logic or data manipulation may be required before forwarding the events to the target service(s). For example, in an e-commerce application, you might need to filter events based on the number of items in an array, such as the number of all historically purchased items. Event patterns in EventBridge do not provide built-in support for counting items in an array. In such scenarios, using an AWS Lambda function as a filter can provide additional flexibility and power to process and filter events before routing them to the desired targets. + +## Solution + +Use a Lambda function as an event filter instead of an EventBridge pattern rule. By doing this, the Lambda function acts as an intermediary filter, processing the incoming events and forwarding them to the target service(s) based on custom filtering logic. + +Let's use as an example an e-commerce application where Event Bridge is used as destination of user review messages. In our example we would like to route based on product rating and number of historic purchases. + +``` Json +{ + "source": "ecommerce.application", + "detail-type": "user.review", + "detail": { + "productId": "12345", + "rating": 4.5, + "reviewText": "Great product!", + "reviewer": { + "userId": "67890", + "email": "bob.buyer@example.com", + "signupDate": "2023-04-01T00:00:00Z", + "purchaseHistory": [ + { + "orderId": "10001", + "orderDate": "2023-04-01T02:30:00Z", + "items": [{"productId": "12345", "quantity": 1}] + }, + { + "orderId": "10002", + "orderDate": "2023-07-01T02:30:00Z", + "items": [{"productId": "12981920", "quantity": 2}] + }, + { + "orderId": "10003", + "orderDate": "2023-08-01T02:30:00Z", + "items": [{"productId": "55667788", "quantity": 3}] + } + ] + } + } +} +``` + +![Before and After refcatoring](images/replace_event_pattern_with_lambda.png) + +### Original + +_Note_: The pattern logic does not provide built-in support for counting items in an array. + +``` typescript +const eventPatternFilterFunc1: events.EventPattern = { + source: ['ecommerce.application'], + detailType: ['user.review'], + detail: { + rating: [ + { + numeric: ['>=', 4.5], + }, + ], + }, + }; + + const eventPatternFilterFunc2: events.EventPattern = { + source: ['ecommerce.application'], + detailType: ['user.review'], + detail: { + rating: [ + { + numeric: ['<', 2], + }, + ], + }, + }; + + ... + + eventRuleFilter1.addTarget(new targets.LambdaFunction(lambdadestination_function_1)); + eventRuleFilterFunc2.addTarget(new targets.LambdaFunction(lambdadestination_function_2)); +``` + +### Refactored + +``` typescript + + const eventPatternPass: events.EventPattern = { + source: ['ecommerce.application'], + detailType: ['user.review'], + }; + + ... + + eventRulePass.addTarget(new targets.LambdaFunction(event_filter_function)); +``` + +The lambda function provides the necessary logic to count items in an array and use it to filter and route messages. +([example event](/implementation/replace-eventpattern-with-lambda/example_event.json)) + +`/implementation/replace-eventpattern-with-lambda/lambda-fns/event-filter-function/index.py` + +#TODO change process_review_event function +``` Python +def process_review_event(event): + rating = event['detail']['rating'] + review_date = parse(event['detail']['reviewer']['signupDate']) + days_since_signup = (datetime.now(timezone.utc) - review_date).days + purchase_history = event['detail']['reviewer']['purchaseHistory'] + total_items_purchased = sum(item['quantity'] for order in purchase_history for item in order['items']) + + if rating >= 4.5 and days_since_signup <= 30: + lambda_client.invoke(FunctionName=LAMBDA_DEST_FUNCTION_1, Payload=json.dumps(event)) + elif rating < 2 and total_items_purchased > 10: + lambda_client.invoke(FunctionName=LAMBDA_DEST_FUNCTION_2, Payload=json.dumps(event)) +``` + +## Advantages + +- Greater flexibility: Lambda functions provide more control over filtering logic, allowing for complex conditions and data manipulation. +- Scalability: Lambda functions automatically scale based on the incoming event rate. +- Reusability: Lambda functions can be used across multiple EventBridge rules, reducing code duplication. +- Debugging and Monitoring: Lambda functions offer better debugging and monitoring capabilities through CloudWatch Logs, X-Ray, and other AWS services. + +## Limitations + +- Increased complexity: Using a Lambda function as a filter adds complexity to the overall architecture. +- Additional cost: Executing Lambda functions incurs additional costs based on the number of requests and duration. +- Latency: Introducing a Lambda function in the event processing flow may add latency to event handling. + +## Applicability + +This solution is applicable in scenarios where: + +- Complex filtering logic or data manipulation is required before forwarding events to the target service(s), such as counting items in an array. +- Events need to be enriched, aggregated, or transformed before being sent to the target service(s). +- Multiple event sources need to be processed using a common filtering logic. + +## Considerations + +Using a Lambda function as an event filter for Amazon EventBridge can offer greater flexibility and control over filtering logic. However, it also introduces additional complexity, cost, and potential latency. This solution is most suitable for scenarios that require complex filtering, data manipulation, or enrichment before routing events to the target service(s). Carefully evaluate the trade-offs and requirements before implementing this approach.