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| # SAM | ||
| .aws-sam/ | ||
| samconfig.toml | ||
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| # Python | ||
| __pycache__/ | ||
| *.py[cod] | ||
| *$py.class | ||
| *.so | ||
| .Python | ||
| build/ | ||
| develop-eggs/ | ||
| dist/ | ||
| downloads/ | ||
| eggs/ | ||
| .eggs/ | ||
| lib/ | ||
| lib64/ | ||
| parts/ | ||
| sdist/ | ||
| var/ | ||
| wheels/ | ||
| *.egg-info/ | ||
| .installed.cfg | ||
| *.egg | ||
| MANIFEST | ||
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| # Virtual environments | ||
| venv/ | ||
| ENV/ | ||
| env/ | ||
| .venv | ||
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| # IDE | ||
| .vscode/ | ||
| .idea/ | ||
| *.swp | ||
| *.swo | ||
| *~ | ||
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| # OS | ||
| .DS_Store | ||
| Thumbs.db | ||
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| # Testing | ||
| .pytest_cache/ | ||
| .coverage | ||
| htmlcov/ |
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| # Lambda Durable Function - REST API Call with Python | ||||||
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| This pattern demonstrates a Lambda durable function that calls an external REST API using Python. | ||||||
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Contributor
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Suggested change
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| Learn more about this pattern at Serverless Land Patterns: << Add the live URL here >> | ||||||
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Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. You can already infer the URL from the folder name. |
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| Important: this application uses various AWS services and there are costs associated with these services after the Free Tier usage - please see the [AWS Pricing page](https://aws.amazon.com/pricing/) for details. You are responsible for any AWS costs incurred. No warranty is implied in this example. | ||||||
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| ## Requirements | ||||||
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| * [Create an AWS account](https://portal.aws.amazon.com/gp/aws/developer/registration/index.html) if you do not already have one and log in. The IAM user that you use must have sufficient permissions to make necessary AWS service calls and manage AWS resources. | ||||||
| * [AWS CLI](https://docs.aws.amazon.com/cli/latest/userguide/install-cliv2.html) installed and configured | ||||||
| * [Git Installed](https://git-scm.com/book/en/v2/Getting-Started-Installing-Git) | ||||||
| * [AWS Serverless Application Model](https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/serverless-sam-cli-install.html) (AWS SAM) installed | ||||||
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| ## Deployment Instructions | ||||||
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| 1. Create a new directory, navigate to that directory in a terminal and clone the GitHub repository: | ||||||
| ``` | ||||||
| git clone https://github.com/aws-samples/serverless-patterns | ||||||
| ``` | ||||||
| 1. Change directory to the pattern directory: | ||||||
| ``` | ||||||
| cd lambda-durable-rest-api-sam-py | ||||||
| ``` | ||||||
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| 1. From the command line, use AWS SAM to deploy the AWS resources for the pattern as specified in the template.yml file: | ||||||
| ``` | ||||||
| sam build | ||||||
| sam deploy --guided | ||||||
| ``` | ||||||
| 1. During the prompts: | ||||||
| * Enter a stack name | ||||||
| * Enter the desired AWS Region | ||||||
| * Allow SAM CLI to create IAM roles with the required permissions. | ||||||
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| Once you have run `sam deploy --guided` mode once and saved arguments to a configuration file (samconfig.toml), you can use `sam deploy` in future to use these defaults. | ||||||
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| 1. Note the outputs from the SAM deployment process. These contain the resource names and/or ARNs which are used for testing. | ||||||
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| ## How it works | ||||||
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| This pattern demonstrates AWS Lambda Durable Execution for calling external REST APIs. It uses the AWS Durable Execution SDK to create a durable function that can: | ||||||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
Suggested change
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. It seems that there is something missing at the end |
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| **AWS Durable Execution Features:** | ||||||
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Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This reads more like a product description. Focus on what this pattern does |
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| - **Automatic State Management**: AWS manages execution state across invocations | ||||||
| - **Durable Steps**: The `@durable_step` decorator marks functions that can be retried automatically | ||||||
| - **Durable Waits**: Use `context.wait()` to pause execution without consuming CPU or memory | ||||||
| - **Built-in Retry Logic**: Failed steps are automatically retried by AWS | ||||||
| - **Execution History**: AWS tracks the complete execution history and state | ||||||
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| The function uses two key components: | ||||||
| 1. `@durable_step` - Wraps the REST API call, making it automatically retryable | ||||||
| 2. `@durable_execution` - Marks the Lambda handler as a durable execution workflow | ||||||
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| AWS Lambda Durable Execution automatically handles failures, retries, and state persistence without requiring external services like DynamoDB or Step Functions. | ||||||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Please make sure to consistently 1/ use the correct service name and 2/ capitalization
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Always use the correct service name prefix on the first mention |
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| ## Testing | ||||||
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| 1. Get the function name from the stack outputs: | ||||||
| ```bash | ||||||
| aws cloudformation describe-stacks --stack-name <your-stack-name> \ | ||||||
| --query 'Stacks[0].Outputs[?OutputKey==`FunctionName`].OutputValue' --output text | ||||||
| ``` | ||||||
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| 2. Invoke the function with default URL: | ||||||
| ```bash | ||||||
| aws lambda invoke \ | ||||||
| --function-name <function-name> \ | ||||||
| --payload '{}' \ | ||||||
| response.json && cat response.json | ||||||
| ``` | ||||||
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| 3. Invoke with a custom URL: | ||||||
| ```bash | ||||||
| aws lambda invoke \ | ||||||
| --function-name <function-name> \ | ||||||
| --payload '{"url": "https://jsonplaceholder.typicode.com/users/1"}' \ | ||||||
| response.json && cat response.json | ||||||
| ``` | ||||||
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| Example JSON Lambda test event: | ||||||
| ```json | ||||||
| { | ||||||
| "url": "https://jsonplaceholder.typicode.com/posts/1" | ||||||
| } | ||||||
| ``` | ||||||
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| Expected response (success): | ||||||
| ```json | ||||||
| { | ||||||
| "statusCode": 200, | ||||||
| "headers": {"Content-Type": "application/json"}, | ||||||
| "body": "{\"message\": \"API call successful\", \"url\": \"https://jsonplaceholder.typicode.com/posts/1\", \"data\": {...}}" | ||||||
| } | ||||||
| ``` | ||||||
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| The execution is durable - if the API call fails, AWS Lambda will automatically retry the `call_rest_api` step without re-executing the entire function. | ||||||
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| ## Cleanup | ||||||
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| 1. Delete the stack: | ||||||
| ```bash | ||||||
| aws cloudformation delete-stack --stack-name <your-stack-name> | ||||||
| ``` | ||||||
| 1. Confirm the stack has been deleted: | ||||||
| ```bash | ||||||
| aws cloudformation list-stacks --query "StackSummaries[?contains(StackName,'<your-stack-name>')].StackStatus" | ||||||
| ``` | ||||||
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||||||
| ---- | ||||||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Copyright footer is missing |
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| Original file line number | Diff line number | Diff line change | ||||
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| { | ||||||
| "title": "Lambda Durable Function - REST API Call", | ||||||
|
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
Suggested change
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| "description": "A Lambda function that calls an external REST API using AWS Durable Execution SDK for automatic retries and state management.", | ||||||
|
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Suggested change
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| "language": "Python", | ||||||
| "level": "200", | ||||||
| "framework": "SAM", | ||||||
| "introBox": { | ||||||
| "headline": "How it works", | ||||||
| "text": [ | ||||||
| "This pattern demonstrates AWS Lambda Durable Execution for calling external REST APIs.", | ||||||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
Suggested change
|
||||||
| "Uses the @durable_step decorator to make the REST API call automatically retryable.", | ||||||
| "Uses the @durable_execution decorator to mark the Lambda handler as a durable workflow.", | ||||||
| "AWS automatically handles failures, retries, and state persistence without external services." | ||||||
| ] | ||||||
| }, | ||||||
| "gitHub": { | ||||||
| "template": { | ||||||
| "repoURL": "https://github.com/aws-samples/serverless-patterns/tree/main/lambda-durable-rest-api-sam-py", | ||||||
| "templateURL": "serverless-patterns/lambda-durable-rest-api-sam-py", | ||||||
| "projectFolder": "lambda-durable-rest-api-sam-py", | ||||||
| "templateFile": "template.yaml" | ||||||
| } | ||||||
| }, | ||||||
| "resources": { | ||||||
| "bullets": [ | ||||||
| { | ||||||
| "text": "AWS Lambda Durable Execution", | ||||||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
Suggested change
|
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| "link": "https://docs.aws.amazon.com/lambda/latest/dg/durable-functions.html" | ||||||
| }, | ||||||
| { | ||||||
| "text": "AWS Lambda Developer Guide", | ||||||
| "link": "https://docs.aws.amazon.com/lambda/latest/dg/welcome.html" | ||||||
| }, | ||||||
| { | ||||||
| "text": "Python Requests Library", | ||||||
| "link": "https://requests.readthedocs.io/" | ||||||
| } | ||||||
| ] | ||||||
| }, | ||||||
| "deploy": { | ||||||
| "text": [ | ||||||
| "sam build", | ||||||
| "sam deploy --guided" | ||||||
| ] | ||||||
| }, | ||||||
| "testing": { | ||||||
| "text": [ | ||||||
| "See the GitHub repo for detailed testing instructions." | ||||||
| ] | ||||||
| }, | ||||||
| "cleanup": { | ||||||
| "text": [ | ||||||
| "Delete the stack: <code>aws cloudformation delete-stack --stack-name STACK_NAME</code>." | ||||||
| ] | ||||||
| }, | ||||||
| "authors": [ | ||||||
| { | ||||||
| "name": "Theophilus Ajayi", | ||||||
| "image": "https://drive.google.com/file/d/1hUrUxWk2JqDTbPhl0DgUeUVd2uFWnAby/view?usp=drivesdk", | ||||||
| "bio": "Technical Account Manager @ AWS", | ||||||
| "linkedin": "tolutheo" | ||||||
| } | ||||||
| ] | ||||||
| } | ||||||
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| """ | ||||||
| Lambda Durable Function - Calls REST API using AWS Durable Execution SDK | ||||||
|
Contributor
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Suggested change
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| """ | ||||||
| import json | ||||||
| import os | ||||||
| import requests | ||||||
| from aws_durable_execution_sdk_python.config import Duration | ||||||
| from aws_durable_execution_sdk_python.context import StepContext, durable_step | ||||||
| from aws_durable_execution_sdk_python.execution import durable_execution | ||||||
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| DEFAULT_API_URL = os.environ.get('API_URL', 'https://jsonplaceholder.typicode.com/posts/1') | ||||||
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| @durable_step | ||||||
| def call_rest_api(step_context: StepContext, url: str) -> dict: | ||||||
| """ | ||||||
| Durable step that calls an external REST API | ||||||
| """ | ||||||
| step_context.logger.info(f"Calling REST API: {url}") | ||||||
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| try: | ||||||
| response = requests.get(url, timeout=30) | ||||||
| response.raise_for_status() | ||||||
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| result = { | ||||||
| 'status': 'success', | ||||||
| 'status_code': response.status_code, | ||||||
| 'data': response.json() | ||||||
| } | ||||||
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| step_context.logger.info(f"API call successful: {response.status_code}") | ||||||
| return result | ||||||
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| except requests.exceptions.RequestException as e: | ||||||
| step_context.logger.error(f"API call failed: {str(e)}") | ||||||
| return { | ||||||
| 'status': 'error', | ||||||
| 'error': str(e) | ||||||
| } | ||||||
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| @durable_execution | ||||||
| def lambda_handler(event, context) -> dict: | ||||||
| """ | ||||||
| Lambda handler using AWS Durable Execution | ||||||
| """ | ||||||
| context.logger.info("Starting durable REST API call") | ||||||
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| # Get API URL from event or use default | ||||||
| api_url = event.get('url', DEFAULT_API_URL) | ||||||
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| context.logger.info(f"Using API URL: {api_url}") | ||||||
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| # Execute the REST API call as a durable step | ||||||
| result = context.step(call_rest_api(api_url)) | ||||||
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| # Optional: Add a wait period (demonstrates durable wait without consuming CPU) | ||||||
| context.logger.info("Waiting 2 seconds before returning response") | ||||||
| context.wait(Duration.from_seconds(2)) | ||||||
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| context.logger.info("Durable execution completed") | ||||||
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| # Return response based on result | ||||||
| if result['status'] == 'success': | ||||||
| return { | ||||||
| 'statusCode': 200, | ||||||
| 'headers': {'Content-Type': 'application/json'}, | ||||||
| 'body': json.dumps({ | ||||||
| 'message': 'API call successful', | ||||||
| 'url': api_url, | ||||||
| 'data': result['data'] | ||||||
| }) | ||||||
| } | ||||||
| else: | ||||||
| return { | ||||||
| 'statusCode': 500, | ||||||
| 'headers': {'Content-Type': 'application/json'}, | ||||||
| 'body': json.dumps({ | ||||||
| 'error': 'API call failed', | ||||||
| 'url': api_url, | ||||||
| 'details': result.get('error') | ||||||
| }) | ||||||
| } | ||||||
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| requests>=2.31.0 | ||
| aws-durable-execution-sdk-python |
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| @@ -0,0 +1,30 @@ | ||
| AWSTemplateFormatVersion: '2010-09-09' | ||
| Transform: AWS::Serverless-2016-10-31 | ||
| Description: Lambda Durable Function - Call REST API with Python | ||
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| Resources: | ||
| DurableFunction: | ||
| Type: AWS::Serverless::Function | ||
| Properties: | ||
| CodeUri: src/ | ||
| Handler: app.lambda_handler | ||
| Runtime: python3.14 | ||
| Timeout: 300 | ||
| DurableConfig: | ||
| ExecutionTimeout: 900 # 15 minutes - allows durablefunction to be invoked syncronously and asynchronously | ||
| RetentionPeriodInDays: 7 | ||
| MemorySize: 512 | ||
| Architectures: | ||
| - x86_64 | ||
| Environment: | ||
| Variables: | ||
| API_URL: https://jsonplaceholder.typicode.com/posts/1 | ||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. What is the purpose of this URL? |
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| Outputs: | ||
| FunctionArn: | ||
| Description: Lambda Function ARN | ||
| Value: !GetAtt DurableFunction.Arn | ||
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| FunctionName: | ||
| Description: Lambda Function Name | ||
| Value: !Ref DurableFunction | ||
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