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| 1 | +{ |
| 2 | + "title": "AWS Lambda durable functions to Amazon ECS with Python", |
| 3 | + "description": "Invoke ECS tasks from Lambda durable functions with automatic checkpointing, state management, and resilient execution patterns", |
| 4 | + "language": "Python", |
| 5 | + "level": "300", |
| 6 | + "framework": "AWS SAM", |
| 7 | + "introBox": { |
| 8 | + "headline": "How it works", |
| 9 | + "text": [ |
| 10 | + "This pattern demonstrates AWS Lambda durable functions invoking Amazon ECS tasks with resilient, long-running execution capabilities:", |
| 11 | + "1. Durable Synchronous Pattern: Lambda uses checkpointed steps and durable waits to poll ECS task status. Can run for up to 1 year with automatic recovery from failures. No compute charges during wait periods.", |
| 12 | + "2. Durable Callback Pattern: Lambda uses checkpointed steps to reliably initiate ECS tasks. Each step (create record, start task, update status) is automatically checkpointed for guaranteed execution.", |
| 13 | + "The pattern uses the AWS Durable Execution SDK for Python, providing automatic state management, checkpoint-based recovery, and cost-effective long-running workflows. Includes inline Python code in ECS containers, and VPC networking," |
| 14 | + ] |
| 15 | + }, |
| 16 | + "gitHub": { |
| 17 | + "template": { |
| 18 | + "repoURL": "https://github.com/aws-samples/serverless-patterns/tree/main/lambda-ecs-durable-python-sam", |
| 19 | + "templateURL": "serverless-patterns/lambda-ecs-durable-python-sam", |
| 20 | + "projectFolder": "lambda-ecs-durable-python-sam", |
| 21 | + "templateFile": "template.yaml" |
| 22 | + } |
| 23 | + }, |
| 24 | + "resources": { |
| 25 | + "bullets": [ |
| 26 | + { |
| 27 | + "text": "Lambda durable functions", |
| 28 | + "link": "https://docs.aws.amazon.com/lambda/latest/dg/durable-functions.html" |
| 29 | + }, |
| 30 | + { |
| 31 | + "text": "Durable Execution SDK", |
| 32 | + "link": "https://docs.aws.amazon.com/lambda/latest/dg/durable-execution-sdk.html" |
| 33 | + }, |
| 34 | + { |
| 35 | + "text": "Run Amazon ECS or Fargate tasks", |
| 36 | + "link": "https://docs.aws.amazon.com/AmazonECS/latest/developerguide/ecs_run_task.html" |
| 37 | + }, |
| 38 | + { |
| 39 | + "text": "Amazon ECS Task Definitions", |
| 40 | + "link": "https://docs.aws.amazon.com/AmazonECS/latest/developerguide/task_definitions.html" |
| 41 | + } |
| 42 | + ] |
| 43 | + }, |
| 44 | + "deploy": { |
| 45 | + "text": [ |
| 46 | + "sam build", |
| 47 | + "sam deploy --guided" |
| 48 | + ] |
| 49 | + }, |
| 50 | + "testing": { |
| 51 | + "text": [ |
| 52 | + "See the GitHub repo for detailed testing instructions." |
| 53 | + ] |
| 54 | + }, |
| 55 | + "cleanup": { |
| 56 | + "text": [ |
| 57 | + "Delete the stack: <code>sam delete</code>" |
| 58 | + ] |
| 59 | + }, |
| 60 | + "authors": [ |
| 61 | + { |
| 62 | + "name": "Mian Tariq", |
| 63 | + "image": "", |
| 64 | + "bio": "Senior Delivery Consultant", |
| 65 | + "linkedin": "mian-tariq" |
| 66 | + } |
| 67 | + ], |
| 68 | + "patternArch": { |
| 69 | + "icon1": { |
| 70 | + "x": 20, |
| 71 | + "y": 50, |
| 72 | + "service": "lambda", |
| 73 | + "label": "AWS Lambda durable function" |
| 74 | + }, |
| 75 | + "icon2": { |
| 76 | + "x": 80, |
| 77 | + "y": 50, |
| 78 | + "service": "ecs", |
| 79 | + "label": "Amazon ECS" |
| 80 | + }, |
| 81 | + "line1": { |
| 82 | + "from": "icon1", |
| 83 | + "to": "icon2", |
| 84 | + "label": "Sync or Callback" |
| 85 | + } |
| 86 | + } |
| 87 | +} |
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