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AWS Step Functions messenger example

Purpose

Shows how to use the AWS SDK for Python (Boto3) with AWS Step Functions to create and run state machines.

  • Create a state machine that retrieves and updates message records from an Amazon DynamoDB table.
  • Update the state machine definition to also send messages to Amazon Simple Queue Service (Amazon SQS).
  • Start and stop state machine runs.
  • Connect to AWS Lambda, DynamoDB, and Amazon SQS from a state machine by using service integrations.

Prerequisites

Cautions

  • As an AWS best practice, grant this code least privilege, or only the permissions required to perform a task. For more information, see Grant Least Privilege in the AWS Identity and Access Management User Guide.
  • This code has not been tested in all AWS Regions. Some AWS services are available only in specific Regions. For more information, see the AWS Region Table on the AWS website.
  • Running this code might result in charges to your AWS account.

Running the code

Deploy resources

Deploy prerequisite resources by running the example script with the deploy flag at a command prompt.

python stepfunctions_demo.py deploy

Run the usage demonstration

Run the usage example with the demo flag at a command prompt.

python stepfunctions_demo.py demo

Destroy resources

Destroy example resources by running the script with the destroy flag at a command prompt.

python stepfunctions_demo.py destroy

Example structure

The example contains the following files.

state_definitions.py

Constructs state definitions used for the demonstration by inserting resource identifiers that are retrieved from the CloudFormation stack and optionally including a state that sends messages to Amazon SQS. Definitions are built as Python dicts and must be transformed to JSON format before they are used in Step Functions.

stepfunctions_statemachine.py

Shows how to use AWS Step Functions state machine APIs.

stepfunctions_demo.py

Shows how to create a Step Functions state machine that continuously reads message records from an Amazon DynamoDB database and sends them to an Amazon Simple Queue Service (Amazon SQS) queue.

  1. Creates a state machine that calls a Lambda function to get messages and update them as sent.
  2. Runs the state machine and verifies that it updates items as expected in the DynamoDB table.
  3. Updates the state machine with a new definition that includes a state that sends message to Amazon SQS.
  4. Runs the state machine again and verifies that it now sends messages to Amazon SQS.

setup.yaml

Contains a CloudFormation script that is used to create the resources needed for the demo. Pass the deploy or destroy flag to the stepfunctions_demo.py script to create or remove these resources:

  • A DynamoDB table.
  • A Lambda function.
  • An Amazon SQS queue.
  • AWS Identity and Access Management (IAM) roles.

The setup.yaml file was built from the AWS Cloud Development Kit (AWS CDK) source script here: /resources/cdk/python_example_code_stepfunctions_demo/setup.ts.

Running the tests

The unit tests in this module use the botocore Stubber. This captures requests before they are sent to AWS, and returns a mocked response. To run all of the tests, run the following in your [GitHub root]/python/example_code/stepfunctions folder.

python -m pytest

Additional information

Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.

SPDX-License-Identifier: Apache-2.0